diff --git a/content/chinese/blog/blog-post-4.md b/content/chinese/blog/next-stop-aiops.md
similarity index 97%
rename from content/chinese/blog/blog-post-4.md
rename to content/chinese/blog/next-stop-aiops.md
index 1abe557..6a5ec7b 100644
--- a/content/chinese/blog/blog-post-4.md
+++ b/content/chinese/blog/next-stop-aiops.md
@@ -9,7 +9,7 @@ description : "信息化时代，我们通过线上系统将传统线下工作
 # post thumbnail
 image: "images/blog/daa259655c033aec55a3527cc253b242.png"
 # post author
-author: "TWT社区"
+author: "彭华盛"
 # taxonomy
 categories: ["AIOps"]
 tags: ["Advice", "AIOps"]
@@ -17,6 +17,9 @@ tags: ["Advice", "AIOps"]
 type: "post"
 
 ---
+
+【作者】彭华盛，“SRE精英联盟”专家，广发证券数字化运维研发团队负责人。超过10年金融领域运维工作，期间负责参与企业运维组织、流程、工具的建设，包括多项重大业务系统及数据中心工程性项目实施，数据中心工作流程构建，运维平台规划与研发等工作、多项行业标准编写，参与编写《运维数字化转型》《运维数据治理》、《运维前线》、《变局中的证券机构：数字化转型与创新》等书。
+
 信息化时代，我们通过线上系统将传统线下工作重新做了一遍；互联网时代，用连接打破了交流的界限；数字化时代以数据驱动重塑商业模式。那么，在稳定性保障领域，大模型如何破局，打破那张“看起来惊艳，又使不上力”的纱，用全新方式引领我们重塑稳定性保障呢？
 
 ### 一、AIOps的演进
diff --git a/public/author/index.html b/public/author/index.html
index 41bda7f..c70c1bb 100644
--- a/public/author/index.html
+++ b/public/author/index.html
@@ -5,5 +5,5 @@
 <a class=dropdown-item href=/event/>活动</a>
 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
-<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Authors</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Authors</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/blog/bilibili-finops-practice/index.html b/public/blog/bilibili-finops-practice/index.html
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@@ -12,5 +12,5 @@
 基础设施</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h2 id=一背景>一、背景</h2><p>当前，降本增效是各大互联网公司的重要方向，IT成本则占据了互联网公司成本的大头。如何有效的降本？如何推动各业务线配合？如何平衡成本、质量和效率？本文将介绍B站的IT成本管理和优化的思路，介绍B站通过落地FinOps，推进成本洞察、技术优化和运营优化，提升资源效率的经验。2022年，在B站DAU稳步增长的情况下，IT成本花费金额低于21年同期，为公司节省了数亿成本。项目团队也获得了公司2022年度技术突出贡献奖。</p><h2 id=二历史>二、历史</h2><p>IT的成本管理主要是针对预算的管理，每财年开始的时候完成整个财年的预算编制。在预算编制的过程中，将业务目标转化为成本，结合技术优化方案，定下来降本目标。业务增长目标加上降本目标得出成本目标。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-41-00.png></p><p>预算定好了，降本目标也定好了，那是不是按部就班的执行就好了？这中间暴露出来几个问题：</p><ul><li>预算过程中技术中台参与不够，业务直接提预算，技术中台最后被告知资源需求。</li><li>预算内的需求变成白名单，采购流程时直接pass，预算控制力度不够，容易造成浪费。</li><li>缺乏业务视角的全域账单，业务对成本无感知，预算外的优化动力不足，成本控制很难超预期，甚至可能不达预期。</li></ul><p>其中最重要的是最后一个问题，业务对资源效率和成本无感知，那么降本的收益也就难以评估，业务的降本动力就会不足。</p><h2 id=三效能大盘感知资源利用率>三、效能大盘——感知资源利用率</h2><p>既然降本目标已经下达，行动就迫在眉睫。</p><p>一开始我们延续传统思路，提到降本增效，第一反应就是各类资源利用率。与所有互联网公司的敏捷性相同，我们基于内部的平台和资源，整合监控系统、资产管理系统、混合云HCRM系统等基础数据，使用数据平台的数仓能力，快速搭建了资源数仓、数据看板与告警机制。基于历史数据，希望支持业务资源预估和制定降本目标等活动。</p><p>根据B站的成本占比数据，我们重点设立了核心关注的是带宽资源和计算资源的利用率相关指标。</p><ul><li>带宽资源涵盖各类CDN带宽、云带宽和IDC带宽；</li><li>计算资源则涵盖自有服务器、云虚拟机、租赁裸金属服务器等资源。</li></ul><p>当前我们已经实现，针对对不同供应商，将同类资源的不同指标进行归一化，例如多云场景下不同云厂商的指标对齐。对于GPU这类资源，还会考量训练、推理等不同场景下的利用率等。</p><p>为了更好的联动其他团队，我们还给公司内各类技术中台建立效能模型，注重计算、存储等各类平台模型都有不同，以容器平台为例：</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-41-19.png></p><p>关注以上指标，可有效评估容器平台的资源效能，支持平台做资源水位线管理，度量使用效率和技术优化空间。</p><p>经过一段时间的实践，尽管拉着资源使用者聊利用率、巡检各部门空闲机器、甚至定期制作各类排名榜单，我们还是发现降本工作推进缓慢。技术中台与业务部门间难以联动、研发人员缺乏成本意识、无法量化降本产出等核心问题依旧难以解决。</p><p>那段时间，碰上行业内越来越多公司开始重视降本增效，在与其他公司的相关从业者多次交流讨论后，一个概念逐渐出现到我们眼前——FinOps（Financial Operations）。</p><h2 id=四finops概念确定行动步骤>四、FinOps概念——确定行动步骤</h2><p>按照FinOps Foundation给出的定义，FinOps是一种不断发展的云财务管理规范和文化实践，通过帮助工程、财务、技术和业务团队，基于数据驱动，在支出决策上展开合作，使得组织能够获取最大的业务价值。</p><p>当前云原生成为技术选型的共识，B站内部平台和系统也大多选择了云原生的道路。B站的云原生是搭建在私有云、公有云的多云环境上的，其中私有云底层资源为租赁IDC和自有服务器资产。FinOps的整个框架不仅适用于公有云上的资源和成本管理，也同样适用于私有云，整体的工作思路和逻辑是一致的。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-41-32.png></p><p>从上面FinOps Framework可以看到，参与Finops的角色很多：</p><ul><li>企业高管</li><li>业务负责人</li><li>工程和运维团队</li><li>财务和采购</li><li>FinOps实践者</li></ul><p>做为FinOps实践者，需要联合业务、平台、运维、基础工程、财务和采购团队一起，对IT成本进行有效管理和优化。</p><p>FinOps的生命周期分为三个阶段：</p><ul><li>成本洞察</li><li>成本优化</li><li>成本运营</li></ul><p>在反复研究相关理论后，我们定下了B站基于FinOps视角下降本的实验路径：</p><ul><li>成本量化打基础，通过账单提升业务对成本的感知。</li><li>技术降本和运营降本“双驾马车”并行推进。</li><li>通过事前计划、事中控制、事后分析多项举措，将成本的指标纳入业务方案和商务采购的考量，成本控制贯穿在整个资源生命周期的管理。</li></ul><p><img alt=成本目标 src=/images/finops/2024-03-20_10-49-41.png></p><h2 id=五引入财务视角洞察技术成本>五、引入财务视角——洞察技术成本</h2><p>所有技术需求的开展都离不开其底层资源，而各类IT资源的成本，需要纳入财务对各业务线的ROI考核中。但在之前很长一段时间内，业务线可能只有一个预算的大概数字，并不了解细节，自然也不能引起重视。也就没有量化分析的基础，很难明确优化的目标和方向。</p><p>为了更好的衡量技术成本，将每一笔IT资源的采购成本，折算到每个业务甚至每次活动中，为了让每个业务线都能清楚钱花到哪里去了，了解其IT成本及具体构，我们首先引入财务中的两个概念。</p><h3 id=1capex和opex>1、CAPEX和OPEX</h3><ul><li>CAPEX（Capital Expenditure，即资本性支出）：对应预算现金流口径，指实际支出的金额。</li><li>OPEX（Operating Expense，即运营支出）：硬件一次性支出按照会计科目折旧计算，带宽服务类非一次性支出和CAPEX一致。</li></ul><p>想要将CAPEX转化为OPEX，就需要计算TCO（Total Cost of Ownership），将采购硬件资产的一次性成本分摊到该资产的生命周期里。以一台服务器为例，直接采购成本即为CAPEX，将采购成本分摊到今后使用的每个月，再增加服务器每月配套使用的其他资源成本，即可得到TCO模型：</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-49-55.png></p><ul><li>（1）其中Server_Tco-month为一台服务器每月的TCO金额。</li><li>（2）Depreciation为按照标准会计准则，单台机器的每月折旧金额。</li><li>（3）Net为租赁IDC中所有网络设备的每月折旧。</li><li>（4）Idc为当月IDC中发生的所有成本，含机柜、电力、维护等。</li><li>（5）Line为连接IDC间内网专线线路的每月费用。</li><li>（6）f_1是单台服务器分摊函数，以算出除折旧外，单台服务器的每月其他成本。</li></ul><h3 id=2定价>2、定价</h3><p>B站的业务搭建在公有云和私有云上，想要各个业务了解成本，需要公有云和私有云都能计费和拆帐。将IT资源和对应的成本挂钩。技术中台想要和公有云一样具备计费、出账和对账的能力，则需要统一设计和升级。各技术中台需设计计费的SKU（即平台售卖的产品），定好价格策略，然后统计各业务的资源用量，最终实现向内部业务计费出账。</p><p>SKU设计时即考虑和公有云平台对齐，以便和公有云成本对比。又需要兼顾公司的实际业务场景需求。例如，容器平台的一种CPU产品定价模型如下：</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-50-06.png></p><ul><li>（7）Cost_total是该类容器平台SKU对应自有服务器的总成本，n为该SKU对应的所有服务器。</li><li>（8）Price_cpu为CPU定价。</li><li>（9）Ratio_cpu为CPU成本系数，用于折算服务器中CPU关联的成本。</li><li>（10）Cpu_total是对应所有机器的总逻辑核数。</li><li>（11）loadfactor为利用率水位线，参考值为近期该SKU对应物理服务器的合理水位线。</li><li>（12）(Cpu_total*loadfactor)就为理论上的总服务量。</li></ul><p>对于其他技术中台的SKU，基本适用以上“单价=SKU对应TCO/理论总服务量“的模式。由于技术中台没有盈利压力，账单只是为了合理的反应业务成本，推动业务提升使用资源的效率，所以平台资源利用率的提升让可售卖的资源更多了，降低了单个资源的单价，业务从成本上也能受益。</p><h3 id=3计费>3、计费</h3><p>成本=单价*用量。单价有了，接下来需要确定业务各SKU的计费用量了。我们大致将用量的统计方式分成了两类，共享与独占。还是以容器平台的上述SKU为例：</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-58-50.png></p><ul><li>（13）t为资源使用时长。</li><li>（14）Usage_shared为共享类资源用量统计方式，Limit是该服务申请容器的CPU资源限制。</li><li>（15）Usage_exclusively为独占类资源用量统计方式，Capacity为该服务所在pool的所在物理资源上限，loadfactor为该资源利用使用率上限。</li></ul><p>在实际计算中，即使A（独占类）、B（共享类）两个服务实际消耗的CPU相同，A的计费用量也会高于B的。因为A所在资源池就算无服务运行，其独占的特性也使其他服务无法调度进来，造成浪费。因此在成本量化上，按其资源池理论最大使用量进行收费。相对的，共享资源池内的空闲节点可调度其他服务，按服务实际申请容器的limit进行收费。</p><p>通过区分独占、共享用量统计逻辑，更多的业务方选择收费更低的共享类资源，服务器资源的归属逐渐从业务方，转向技术中台，这使得中台承担更多的容量管理工作。原本在公司采购服务器流程中：预估业务目标->转化机器数量->提出采购需求->中台交付资源，技术中台不会过多参与整机数量评估，业务需求采买多少服务器，中台最终就交付、托管多少台的服务。</p><p>而现在，整个流程改进为：预估业务目标->中台转化算力需求->评估全局算力缺口->提出采购需求。中台会收集各业务需求，再结合自身存量资源，提出缺口算力对应的采购需求，从而减少资源采买。</p><h3 id=4账单>4、账单</h3><p>“成本=单价*用量”，可以从折旧（Opex）的角度，客观反映出平台空闲与超卖情况，推动技术中台和业务协同优化，并量化成本收益。</p><ul><li>技术中台：角色转变为对单价负责，通过提升资源利用率、技术架构升级，减少平台底层资源采买，多供应商的议价能力，降低各类SKU的单价，各优化项目可以明确的转化为成本收益，让技术中台的成本更具竞争力。</li><li>业务方：通过治理应用实例的数量/存储量、规模、使用时长、共享与独占方式切换，降低SKU的用量。</li></ul><p>双方齐头并进，合作共赢，优化IT成本。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-50-19.png></p><p>账单生成好了，下个主要问题是让业务负责人了解账单并Review成本，从而确定后续优化方向。账单的确认流程由统一的出账系统实现，具体成本分摊的规则、资源定价和出账的流程都在系统里定义。系统里还有各类资源IT成本模型，能够量化资源与成本关系，最终将每一种IT成本以统一的形式发送给业务方。</p><p>依托于出账系统，公有云和私有云成本都能在统一的账单里展示，业务查看账单就能知道完整的IT成本构成。每月各业务技术负责人在收到系统推送的账单后，需完成对账Review，并在系统中确认账单。如对账单细节有疑问可在系统中标注反馈，出账平台将修正账单。</p><p>这里其实包含了很多的沟通成本，业务刚开始收到一份账单，是很难看懂账单的，需要有人"翻译"一下。业务是业务视角，账单是资源视角，一个业务或者一个功能对应到哪些资源上，各类资源的含义都需要解释和说明。</p><p>对账中最困难的其实是“资源归属业务”的准确性问题。挑战来自公司组织架构的各种调整，业务和资源的不断变化，还有历史包袱，有些历史资源归属不清等等。</p><p>为确保归属的准确性，归属映射关系从服务树（CMDB）同步。每一个微服务应用都有自身的APPID（Application Identification）。出账系统通过APPID来进行应用的唯一定位与关联相关资源的项目、部门和负责人等信息。基于CMDB的APPID（服务/应用粒度）=>项目=>组织架构=>业务的关系，实现多维度的成本视角，应用视角，部门视角或者业务视角。</p><p>非服务树（CMDB）支持的资源，则通过各平台自身维护的归属映射，以实现多种方式的成本归属。例如大数据平台基于工作空间的归属关系。</p><p>与此同时，成本数据的实时性也影响到成本监测和优化分析的有效性。日级别或者更加实时的账单，能协助业务快速发现和定位成本问题，及时调整项目投入。提升实时性也是后续账单系统的迭代方向。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-50-37.png></p><p>总结一下，整个流程就是：**平台出账=>业务对账=>账单分析=>针对性优化=>优化效果反映到下一出账周期的资源对账，这样一套闭环流程。**通过对账，将IT成本及时同步给Finops中各类干系人，强化成本责任制，为IT成本优化决策提供数据支撑。同时反映IT成本优化效果、预算执行情况等指标。</p><h2 id=六成本优化思路实操经验总结>六、成本优化思路——实操经验总结</h2><p>成本账单有了，效能大盘也有了，接下来该在哪些方向上推进成本优化呢？如何有效推进成本优化落地呢？</p><p>首先让我们来分析一下成本数据。B站的主要业务是点播、直播、电商、游戏等，做为一个以视频为主的网站，B站的每年IT成本花费中，带宽占比最大，其次是硬件，最后是公有云&其他IT服务类成本。想要做到成本优化的收益最大化，那么在各类成本资源项上都需要投入优化。</p><p>从业务角度看，不同的资源需求有着不同的成本模型。</p><p>从资源角度看，不同的计费方式有着不同的优化思路。</p><ul><li>带宽计费：一般云厂商为日95月平均，也有月95，即每5分钟打点，取一个周期打点的95峰值。也有包端口的带宽计费方式。可以通过削峰填谷的方法优化成本。</li><li>机柜计费：月租为主，也有电柜分离的计算方式，通过机柜电力合适的配比优化成本。</li><li>服务器：一次性成本，通过维保增加从而减少摊销成本。通过提升CPU利用率减少硬件采购。</li><li>配件：通过改配，打破硬件的瓶颈，提升硬件性能，节省成本。</li><li>云服务：按照用量计费，不同云服务的计费方式差异大，弹性是最大的优势。对弹性需求高的业务适用，例如游戏。</li></ul><h3 id=1带宽成本优化>1、带宽成本优化</h3><p>带宽成本是成本的最大头，从使用角度可以分为点播带宽、直播带宽、Web带宽。其中Web带宽又细分为动态带宽和静态带宽。</p><ul><li>点播带宽：点播业务使用的流媒体带宽。成本最高，优化投入最大。</li><li>直播带宽：直播业务使用的流媒体带宽。成本仅次于点播带宽，优化方向区别于点播。</li><li>Web动态带宽：动态接口使用的带宽，CDN回源率100%，不可缓存。</li><li>Web静态带宽：图片、js、apk等静态文件使用的带宽，可缓存。</li></ul><p>（1）点播带宽成本模型</p><p>下面以点播带宽举例，点播带宽的成本模型如下：</p><p>点播带宽成本 = 平均单次播放带宽 <em>点播播放次数</em> 带宽单价。</p><ul><li>平均单次播放带宽：是用来衡量单次播放的成本，这里的带宽计算的是95计费值，所以不完全等于码率，但是和码率趋势相同。码率低则单次播放带宽更低，码率的优化效果会体现在此指标上。编码团队通过窄带高清转码系统，AV1等技术方案优化15%的带宽。</li><li>点播播放次数：和业务发展相关，难以准确预测，如超预期增长，则整体IT成本会有不小的增加，有超预算的风险。</li><li>带宽单价：点播使用的带宽资源多样，既有云厂商提供的点播带宽，又有自建CDN带宽，还有PCDN、mCDN等廉价带宽。不同资源单价不一样，这些带宽的占比影响了点播的综合单价。</li></ul><p>（2）点播带宽优化思路</p><p>从上述简化的模型分析可以分析出点播带宽的优化主要是思路是降低码率和降低单价，实际推进的优化项目主要如下：</p><ul><li>通过窄带高清编码系统，上线并扩大AV1覆盖，进一步降低码率</li><li>基于机器学习做优化转码预测，提升优化码率的覆盖</li><li>优化视频播放的清晰度策略</li><li>提升廉价带宽PCDN、mCDN占比，降低带宽平均单价</li><li>自建CDN专线互联，降低回源成本</li><li>内容分层，冷的内容调度到聚边资源，降低回源带宽量</li><li>削峰填谷，和其他业务带宽共峰复用</li></ul><p>除了点播带宽，上述的直播、Web动态、Web静态都同步推进优化，思路也是从成本模型数据分析出发，优化前核算成本，优化后验证收益。</p><h3 id=2服务器成本优化>2、服务器成本优化</h3><p>服务器硬件优化不同于带宽，主要使用利用率来衡量优化效果，同时采用TCO或者Opex来核算和评估技改优化方案。</p><p>（1）服务器硬件迭代</p><ul><li>英特尔CPU从Skylake => Cascadelake => Icelake =>Sapphire Rapids，每一代在功耗和单核性能上都有提升。</li><li>AMD CPU从Rome => Milan => Genoa，每一代工艺和性能上都有提升。</li><li>GPU从T4、V100、A10、A100到A800，工艺和性能也在变化。</li><li>网络的架构也从10Gbps，到25Gbps，再到100Gbps甚至200G。</li></ul><p>硬件的迭代速度是飞速的，每一次的硬件迭代，也刷新了单位算力的成本的下限。既然新的硬件更有成本优势，那么应该尽量引导业务配合硬件升级，每个硬件代次的迭代成本优化效果都是非常显著的。</p><p>同时，硬件功耗的增长也是飞速的，机柜从3KW、4KW、8KW到10KW，机柜和电力成本优化的收益也会非常可观。在IDC的布局和选择上，可以选择更加廉价的资源，将接入的POP点和IDC解耦，以达到性能和成本的最优。</p><p>（2）服务器虚拟化和混部</p><p>基于K8S构建的私有云容器平台，是服务器成本优化的主力。平台也发表过多篇文章分享混部和VPA技术。让我们来整体看下优化思路，还记得前面讲的效能模型吗？容器平台的优化就是基于资源的效能模型。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-50-52.png></p><p>提升容器总资源量：将服务器资源尽量都容器化，让更多的业务都搭建在容器之上，不止业务应用，其他的技术中台的应用也要尽量接入到容器平台中。</p><p>提升池化率（可售卖的资源量/总资源量）：提高池化率主要是在有限的资源上，尽量增加可售卖的资源量，让更多的资源都是通过统一的容器调度。</p><p>提升分配率（已售卖的资源量/可售卖的资源量）：不同分配率的资源池可以考虑合并，减少资源碎片和冗余。</p><p>提升利用率（使用资源量/已售卖的资源量）：利用率不足将造成资源的极度浪费，通过建立应用画像，利用超卖、VPA、HPA等有效手段，资源利用率得到大幅提升。</p><p>除了以上的手段，混部也是提升利用率的一大利器。利用不同业务的潮汐效应，分时复用资源。转码做为算力密集型业务，最早尝试混部。目前B站已经对离线-离线，在线-离线间进行了混部，也有相关的技术分享文章。</p><p>当前在推进的主要是AI场景下的混部，也就是推广搜业务的混部。AI业务不仅是计算密集型，访存带宽也非常高，会触达硬件瓶颈，造成雪崩效应，因此混部策略需要更加谨慎。</p><h3 id=3公有云成本优化>3、公有云成本优化</h3><p>不同于服务器资源，公有云承担弹性保障、降低延迟、海外部署等用途。而公有云的成本优化，是为在支持业务正常发展的前提下，最大程度使用公有云资源即买即用的特性。</p><p>根据资源类型与其对应的计费方式，公有云上资源大致可分为网络流量、云服务器等IaaS资源、云上SaaS服务等资源。不同资源，需对症下药。</p><p>（1）根据业务特性适配资源</p><p>云上项目根据业务特性，会产生波形截然不同的网络流量，而云厂商提供的网络流量产品也根据特点还有不同的计费方式。需同时考虑此二者关系，才能做到网络成本最优。</p><p>常见的网络类产品计费模式有按带宽计费和按流量计费：</p><ul><li>按带宽计费：适用于业务流量峰值在不同时间段分布平均，无明显的流量波动场景</li><li>按流量计费：适用于业务流量波动较大，有突发的场景。</li></ul><p>除计费模式外，网络线路类型也有不同选择，例如动态BGP、静态BGP、三大运营商单线、公网或混合云专线等，会让成本有较大差异，同样需要根据业务的架构方案及成本模型进行选择。</p><ul><li>对于带宽、运营商占比稳定、且技术方案可兜底单点故障的项目，优先使用三大运营商单线。</li><li>对于带宽波动大、三大运营商无法覆盖、海外部署或流量较小的项目，优先使用BGP。</li><li>而跨地域带宽较高、回源量大的项目则考虑使用混合云专线。</li></ul><p>在此基础上还可考虑其他策略，例如将多个项目的网络流量放进一个共享带宽包，可实现带宽的共峰收益。</p><p>（2）预先规划与定期释放</p><p>IaaS类资源多以实例*使用时长的形式计费，因此可在申请阶段就控制新增资源量。大型项目的容量、实例组合和付费策略在申请时就要求有明确规划。</p><p>申请方提交资源需求后，FinOps各方会基于业务特点、成本等考虑，确定供应商、地域、资源型号等事宜。</p><p>（3）自研or公有云</p><p>通常情况下，公有云的SaaS类服务拥有快速部署、简易维护等优势，但相较自建乃至云上IaaS产品会有更高的定价。</p><p>同类自研产品在公司内私有云已投入大量前期成本，拥有较为成熟的技术积累和专业运维团队，在经过一定的标准化改造，可满足云上同类产品的功能需求。而对于自研暂无法替代或改造收益不高的产品，会通过调整使用场景、计费方式或寻找价格更优的同类产品替代。</p><p>随着B站自建机房节点与传输网络建设程度提升，后续更多云上项目可复用基础服务和基础设施，做到常量私有云+公有云混合部署，突发公有云弹性兜底，实现此类服务的混合云方案。基于上述执行办法的实践，B站的自研HTTPDNS域名解析、DSA动态加速等服务，已节省超过一半的成本。</p><h3 id=4小结>4、小结</h3><p>如下图，IT成本除了带宽、服务器、公有云，还有很多其他资源成本，各项成本FinOps都需要分析并推动优化。在分析和推进的过程中，形成了一套完整的成本模型。随着业务不断的发展，成本模型和优化方案也在不断进步。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-51-40.png></p><h2 id=七运营优化多方沟通协同>七、运营优化——多方沟通协同</h2><p>运营优化是围绕两个方面开展的：</p><p>成本运营，依托于预算、成本账单和成本模型，及时和各方同步成本情况和问题。</p><p>资源运营，依托于资源效能大盘数据，及时发现并制止资源浪费现象。</p><p>1、成本运营</p><p>预算控制：为了降本做到极致，达到成本最优，预算控制需要更加严格。预算实际执行采购的时间可能和预算规划时间已经间隔比较长了，内部和外部都发生了变化，需要及时根据变化进行调整，尽量减少金额。</p><p>决算分析：每月基于账单数据进行成本分析，将超预算或者其他有改进空间的成本项进行重点沟通，沟通范围为业务研发负责人、基础平台负责人、财务、采购等FinOps各角色。对超预算的风险进行预警，共同商议改进措施和策略。</p><p>账单分析：协助业务理解账单，从业务角度触发，分析单DAU成本，为业务降本提供指标和决策依据。</p><p>成本核算：对于技术改造的新方案或项目，构建成本模型，决策出成本改进的最优解。</p><p>成本决策：成本的模型搭建不难，难的是如何在追求成本更优的情况下，兼顾稳定性和效率。成本优化通常伴随着技术升级和技术改造，大量的人力投入会影响原来计划的迭代效率，系统升级也常常会带来不稳定因素。追求廉价资源的使用，也会影响系统的质量，需要系统设计上能考虑到容错和兜底策略。总的来说，如果没有强有力的管理层做成本决策，降本增效的效果将会大打折扣。</p><p><img alt=成本目标 src=/images/finops/2024-03-20_10-51-18.png></p><p>2、资源运营</p><p>公有云主机：结合利用率监控、混合云平台及供应商账单数据，需要监控资源效能情况，发现不合理的冗余容量、不再使用的资源，及时推进缩容、降配等操作。</p><p>公有云服务：资源巡检过程中，若发现无人认领、未清退完全的资源，例如闲置未挂载的却仍在计费的云硬盘，历史悠久的快照等，会定期公示并清退。</p><p>IDC服务器：对于利用率极低的服务器，推进纳入容器的资源池中，尽量容器化。</p><p>其他资源：各服务使用的合理性也需要运营同学关注，例如超长短信会拆成多条计费，合理设计短信模板，能节省大量成本。</p><h2 id=总结与展望>总结与展望</h2><p>B站通过对FinOps的实践，实现了成本洞察=>成本优化=>运营优化的完整闭环。通过效能数据、成本账单、持续优化和运营等关键行动，达成了业务增长而IT成本金额不增长，为公司节省了数亿成本。后续FinOps将继续在实时数据驱动决策、成本预测等方向继续探索，追求更加极致的IT成本，提升毛利率。</p><blockquote><p>参考资料</p></blockquote><ul><li>[1]《FinOps Foundation - What is FinOps?》：
 <a href=https://www.finops.org/introduction/what-is-finops/>https://www.finops.org/introduction/what-is-finops/</a></li><li>[2]《从量化到优化，详解有赞离线数据降本之路》：
 <a href=https://www.finops.org/introduction/what-is-finops/>https://www.finops.org/introduction/what-is-finops/</a></li></ul><p>作者丨叶翠、马永智
-来源丨公众号：哔哩哔哩技术（ID：bilibili-TC）</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+来源丨公众号：哔哩哔哩技术（ID：bilibili-TC）</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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+++ b/public/blog/blog-post-2/index.html
@@ -9,5 +9,5 @@
 :</span><a href=/author/john-doe>John Doe</a></li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">日期
 :</span>06 Jul, 2019</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
 :</span><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd>
-基础设施</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+基础设施</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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@@ -9,5 +9,5 @@
 :</span><a href=/author/mark-dinn>Mark Dinn</a></li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">日期
 :</span>06 Jul, 2019</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
 :</span><a href=/categories/%e7%bd%91%e7%bb%9c>
-网络</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+网络</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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--- a/public/blog/blog-post-5/index.html
+++ b/public/blog/blog-post-5/index.html
@@ -9,5 +9,5 @@
 :</span><a href=/author/john-doe>John Doe</a></li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">日期
 :</span>06 Jul, 2019</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
 :</span><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7>
-稳定性</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+稳定性</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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--- a/public/blog/blog-post-6/index.html
+++ b/public/blog/blog-post-6/index.html
@@ -9,5 +9,5 @@
 :</span><a href=/author/john-doe>John Doe</a></li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">日期
 :</span>06 Jul, 2019</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
 :</span><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7>
-稳定性</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. Nam libero tempore, cum soluta nobis est eligendi optio cumque nihil impedit quo minus id quod maxime placeat facere possimus, omnis voluptas assumenda est, omnis dolor repellendus. Temporibus autem quibusdam et aut officiis debitis aut rerum necessitatibus saepe eveniet ut et voluptates repudiandae sint et molestiae non recusandae. Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+稳定性</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><h3 id=the-standard-lorem-ipsum-passage-used-since-the-1500s>The standard Lorem Ipsum passage, used since the 1500s</h3><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris nisi ut aliquip ex ea commodo consequat. Duis aute irure dolor in reprehenderit in voluptate velit esse cillum dolore eu fugiat nulla pariatur. Excepteur sint occaecat cupidatat non proident, sunt in culpa qui officia deserunt mollit anim id est laborum</p><h4 id=1914-translation-by-h-rackham>1914 translation by H. Rackham</h4><p>But I must explain to you how all this mistaken idea of denouncing pleasure and praising pain was born and I will give you a complete account of the system, and expound the actual teachings of the great explorer of the truth, <strong>the master-builder</strong> of human happiness. No one rejects, dislikes, or avoids pleasure itself, because it is pleasure, but because those who do not know how to pursue pleasure rationally encounter consequences that are extremely painful. Nor again is there anyone who loves or pursues or desires to obtain pain of itself, because it is pain, but because occasionally circumstances occur in which toil and pain can procure him some great pleasure. To take a trivial example, which of us ever undertakes laborious physical exercise, except to obtain some advantage from it? But who has any right to find fault with a man who chooses to enjoy a pleasure that has no annoying consequences, or one who avoids a pain that produces no resultant pleasure?</p><blockquote><p>On the other hand, we denounce with righteous indignation and dislike men who are so beguiled and demoralized by the charms of pleasure of the moment, so blinded by desire, that they cannot foresee the pain and trouble that are bound to ensue</p></blockquote><h4 id=section-11033-of-de-finibus-bonorum-et-malorum-written-by-cicero-in-45-bc>Section 1.10.33 of &ldquo;de Finibus Bonorum et Malorum&rdquo;, written by Cicero in 45 BC</h4><p>At vero eos et accusamus et iusto odio dignissimos ducimus qui blanditiis praesentium voluptatum deleniti atque corrupti quos dolores et quas molestias excepturi sint occaecati cupiditate non provident, similique sunt in culpa qui officia deserunt mollitia animi, id est laborum et dolorum fuga. Et harum quidem rerum facilis est et expedita distinctio. 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Itaque earum rerum hic tenetur a sapiente delectus, ut aut reiciendis voluptatibus maiores alias consequatur aut perferendis doloribus asperiores repellat.</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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-26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/twt%E7%A4%BE%E5%8C%BA>TWT社区</a></li></ul><h4 class=card-title><a href=/blog/blog-post-4/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>信息化时代，我们通过</p><a href=/blog/blog-post-4/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
+26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%BD%AD%E5%8D%8E%E7%9B%9B>彭华盛</a></li></ul><h4 class=card-title><a href=/blog/next-stop-aiops/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>【作者】彭华盛，“S</p><a href=/blog/next-stop-aiops/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
 19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-2.jpg alt="编写中-华为云的 SRE 实践"><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
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 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-1.jpg alt=编写中-蚂蚁集团金融交易系统的稳定性保障><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-字节跳动高并发场景下的服务治理实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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new file mode 100644
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+<meta name=viewport content="width=device-width,initial-scale=1,maximum-scale=1"><meta name=description content="信息化时代，我们通过线上系统将传统线下工作重新做了一遍；互联网时代，用连接打破了交流的界限；数字化时代以数据驱动重塑商业模式。那么，在稳定性保障领域，大模型如何破局，打破那张“看起来惊艳，又使不上力”的纱，用全新方式引领我们重塑稳定性保障呢？"><meta name=author content="SRE精英联盟"><meta name=theme-name content="educenter-hugo"><meta name=generator content="Hugo 0.124.1"><link rel=stylesheet href=/plugins/bootstrap/bootstrap.min.css><link rel=stylesheet href=/plugins/slick/slick.css><link rel=stylesheet href=/plugins/animate/animate.css><link rel=stylesheet href=/plugins/venobox/venobox.css><link rel=stylesheet href=/plugins/themify-icons/themify-icons.css><link rel=stylesheet href=/scss/main.b781a84820a67f75397b24d374c37b74bbf7489a2bd613aa2f2a6dd75abe475bdf2338703cf933a556c445e989fe8ff697f884a4082d6f35e77c5e43d275fc66.css integrity="sha512-t4GoSCCmf3U5eyTTdMN7dLv3SJor1hOqLypt11q+R1vfIzhwPPkzpVbERemJ/o/2l/iEpAgtbzXnfF5D0nX8Zg==" media=screen><link rel="shortcut icon" href=/images/favicon.png type=image/x-icon><link rel=icon href=/images/favicon.png type=image/x-icon></head><body><header class="fixed-top header"><div class="navigation w-100"><div class=container><nav class="navbar navbar-expand-lg navbar-dark p-0"><a class=navbar-brand href=/><img class=img-fluid src=/images/logo.png alt="SRE精英联盟 | 引领、研究、发展SRE"></a>
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+:</span>26 Mar, 2024</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
+:</span><a href=/categories/aiops>
+AIOps</a></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><p>【作者】彭华盛，“SRE精英联盟”专家，广发证券数字化运维研发团队负责人。超过10年金融领域运维工作，期间负责参与企业运维组织、流程、工具的建设，包括多项重大业务系统及数据中心工程性项目实施，数据中心工作流程构建，运维平台规划与研发等工作、多项行业标准编写，参与编写《运维数字化转型》《运维数据治理》、《运维前线》、《变局中的证券机构：数字化转型与创新》等书。</p><p>信息化时代，我们通过线上系统将传统线下工作重新做了一遍；互联网时代，用连接打破了交流的界限；数字化时代以数据驱动重塑商业模式。那么，在稳定性保障领域，大模型如何破局，打破那张“看起来惊艳，又使不上力”的纱，用全新方式引领我们重塑稳定性保障呢？</p><h3 id=一aiops的演进>一、AIOps的演进</h3><p>​ 在Gartner还没有提出AIOps前，ITOM市场出现过由APM厂商推动的ITOA（IT Operations Analytics）建设理念。ITOA的建设理念的提出，旨在利用大数据技术和统计分析方法对海量的运维数据进行运营分析。ITOA鲜明的提出了运用各种运行数据解决稳定性保障与技术运营上的问题。在解决方案上，强调在生产软硬件环境中自动、高效地收集、整理、识别和存储数据，并为IT运营人员提供简易的数据消费场景。从时间线看，我们可以将ITOA作为AIOps的前身。
+在国内，最早是由APM厂商推动ITOA。不过，从实践看，ITOA的理念并未得到广泛实践。这可能是因为当时行业背景与现在数字化重塑行业工作模式的情况不同，大家对基于数据驱动的技术运营理解不够深入，且概念含义不够明确。同时，在那个阶段，强调运维大数据和分析技术在处理复杂运维数据时面临着局限性和成本过高的挑战。
+​ 接着，Gartner在2016年首次提出了AIOps的概念，当时的英文全称为Algorithmic IT Operations，意指基于算法的IT运维，这个理念也替代了ITOA。同时，在AIOps被提出的同时，人工智能（AI）在整个IT行业中已经处于快速发展的阶段。Gartner也适时的在2018年将其英文全称更新为Artificial Intelligence for IT Operations，即人工智能在IT运维领域的应用。
+相比ITOA，AIOps在技术方案、平台、场景都更加聚焦，又逢AI技术发展，在实时监控和分析大量的运维数据，预测和防止潜在故障等方面起到了比较好的效果。不过，框定在智能AI也带来一些问题，在落地基于单指标与多指标异常检测、日志模式识别、信息收敛、趋势预测等效果较好的应用场景后，AIOps进入了如何进一步扩大场景的困境。所以，近年来又有不少人将AIOps定义为基于数据分析或数据驱动的运维，似乎又回到了ITOA。</p><h3 id=二aiops的挑战>二、AIOps的挑战</h3><p>我个人觉得AIOps的问题主要是厂商与用户对AI与Ops的期望、理解、场景建设有关，比如：</p><p><strong>过度强调替代性</strong>：一些解决方案提供商过度宣扬AI能够完全替代运维工作，但由于企业数据和算法质量的限制，这种过高的期望往往导致失望。同时，有些人也对这种“替代”观念持排斥态度。实际上，AI应该被视为提升运维工作效率和体验的工具，就像在业务系统中使用人脸识别、指纹识别和语音识别技术一样，它们旨在增强现有工作的效能，而非完全取代人。</p><p><strong>缺乏场景思维的平台导向</strong>：另一部分解决方案过于关注将AIOps打造为智能运维的“平台”，却忽视了从实际场景出发的重要性。这导致技术平台无法与企业的运维组织和流程有效融合，缺乏运营思维，从而面临难以落地的挑战。</p><p><strong>用户对AI的信任危机</strong>：运维是一个对准确性要求极高的领域，而AI算法的运行数据分析和决策基于数据层面。当面对复杂问题时，如果算法的判断不准确或不如人类经验可靠，就会引发信任问题。例如，在故障排查这种争分夺秒的场景下，几次定位不准确就可能损害用户对AI工具的信心。</p><p><strong>算法与专家经验的脱节</strong>：目前市场上鲜有能够将AIOps算法与企业一线专家知识有效结合的解决方案。运维领域的解决方案需要借鉴类似AI Agent技术，实现多个工具、算法和经验的交互与协作，以应对复杂任务。</p><p><strong>数据变化不等于问题</strong>：主流的AIOps方案主要是分析数据层面分析变化，但也许在抛出一个异常的用户行为、潜在的性能风险、生产故障问题的数据变化时，还带来10个正常业务逻辑、市场环境变化的信息需要人工干预。如何减少数据变化的噪点与落实对数据变化感知后的应对措施，需要进行复杂的机制与平台设计。</p><p><strong>成本与收益的平衡难题</strong>：从平台层面来看，数据类研发工作琐碎且成效难以明确，这可能导致数据质量不足，进而影响上层场景的准确性。在近年来市场下行和厂商追求毛利的背景下，厂商在现场投入减少，同时在一些偏自研的组织对于AIOps团队效益的认内也不够高。大模型的出现，也许会让AIOps成本大大下降。</p><h3 id=三aiops是一种运维工作模式>三、AIOps是一种运维工作模式</h3><p>我在《运维数字化转型》一书中提出过我对AIOps的理解：AIOps不能单纯的认为一种技术手段或技术平台，而应该是数智时代人机协同的运维模式。AIOps这种人机协同的模式，是一种利用算法（含AI、规则、经验）、机器算力、海量数据、机器人相结合，赋能稳定性保障场景的工作模式。总结一下，可以归纳为“算法、数据、机器人”+“场景”四个关键词。</p><p>**算法在运维决策中占据核心地位。**算法应融合AI算法、专家规则与经验，才能让算法更加贴近运维实践的真实需求，还显著提升了决策的准确性。在实际应用中，当前比较有效的算法场景有:基于单指标与多指标的异常检测、日志模式识别、向量数据库的匹配。同时，通用大模型展示出来的算法能力如能融入到运维领域，也将是颠覆性的。</p><p>**数据是智能运维的基石，为算法提供了必要的输入和丰富的训练样本。**通过全面收集、精细整合及深入分析运维数据，可以洞察系统中的潜在问题，准确预测故障趋势，并据此优化资源配置。在这个过程中，对于琐碎、枯燥的数据治理工作也需要关注与投入，它是确保数据质量、提升数据价值的关键环节。</p><p>**机器人是实现自动化运维的重要力量，承担大量重复性、繁琐的任务。**我理解在机器人上不应该限制机器人载体，比如:chatOps机器人负责高效协同、自动作操作机器人负责执行，在大模型加持下的AI Agent的工具也可以作为一系列技能高超的机器人。机器人通过与算法和数据的在线协同，重点是解放人的行为。另外，站在稳定性保障过程，推动应用系统在架构韧性的自动化恢复也可归到泛化的机器人能力上，也就是只要是替代人的行为都可以，目标是人机协同。</p><p>**场景是智能运维的价值创造的载体，“算法、数据、机器人”应聚焦重塑场景的细节赋能上。**不可否认，新技术的引入会带来新的工作方式，但是作为稳定性保障领域，目前看最重要的工作场景还未发生太大变化，新技术更多是赋能作用。所以，突出场景驱动，重点是强调了技术对实际工作的赋能价值。所以，我们要先抓住AIOps在异常检测、日志模式识别等效果好的技术，拥抱大模型这种黑科技，站在场景角度则去思考AI赋能。场景的选择上，应以痛点驱动，先梳理现有的稳定性保障工作场景，评估哪些环节可以加入算法与机器人，帮助这些场景下的人更高效的落实保障工作。</p><h3 id=四围绕在感知决策执行的智能运维场景>四、围绕在“感知、决策、执行”的智能运维场景</h3><p>在前面的智能运维模式中，“算法、数据、机器人”重点聚焦在细节的赋能，“场景”是关键。如何将“算法、数据、机器人”应用在运维场景上，重新设计一遍一系列稳定性保障场景，需要有一个利于理解、可实施的套路。在《全数字化赋能》一书中提出过“感知、决策、执行”的闭环解决方案，我觉得适合作为构建智能运维场景的指导方法。</p><p><strong>感知是智能运维场景的起点</strong>，依赖于全面而精准的监控、运行感知、风险挖掘。一方面，延续现有的各类监控工具和技术，实时、全面地监控系统、应用、网络、服务器、IDC、依赖平台与上游系统等各个层面对象，及时发现潜在问题和异常。另一方面，利用成熟的AIOps算法解决一些监控在准确度、敏感度，或工作量过高方面的问题，更好的感知异常与潜在风险的挖掘。</p><p><strong>决策环节是智能运维的大脑</strong>，应结合管理决策规则、一线专家经验以及智能化分析方法。在实施上，应该以专家规则与经验优先，比如一线运维专家分析问题的步骤、可观测涉及的排障步骤、特定场景下的故障愈策略、历史告警处理或故障处置的匹配等，先打平现有工作模式或为现有工作模式提能增效。在这些决策能力有效的同时，再引入更具期待的AI算法决策可能是一种比较可行的决策方式。</p><p><strong>执行环节是智能运维的落脚点</strong>。在执行环节中，各类分析、执行的工具或接口可被作为执行手段，由根据决策需求调用执行。执行工具可能包括自动化脚本、配置管理工具、持续部署、消息推送、机器人协作等。在调用执行上，中短期内可以考虑基于外部事件触发的事件驱动模式，中长期的可以探索下依赖于数据驱动的推理决策模式。</p><h3 id=五大模型和ai-agent给场景带来的新思路>五、大模型和AI Agent给场景带来的新思路</h3><p>在近期行业分享的大模型运维案例中，能看到大模型在问题咨询、脚本编写、文档编写、知识库管理等工作上有确定性效果，可以马上让SRE拥抱通用大模型产品，尝试大模型给日常工作带来的改变。同时，一些融入运维平台层面的解决方案，比如以AI AGENT与现有平台能力的对接，可以看到大模型与AI Agent对于场景细节能力的提升有很大的想像空间。</p><p><strong>1. 大模型在决策层面的思路</strong>
+在上面“感知、决策、执行”层面中，主要的挑战是“决策”。在目前成熟的方案中，单指标和多指标异常检测等依赖于精确的时序数据（日志模式识别也是将日志非结构化数据转成了以模式为维度的时序数据），需要投入较大来提供准确、连续的数据，以保证有效的异常检测。大模型在处理数据时更为灵活，能够从大规模、多样化的数据集中学习，可以降低准入、试验的门槛，成本降低。从行业案例中，大模型在决策层面已经展示出让人意想不到的效果，假以时日，大模型也许能对决策产生突破性的作用。</p><p>我尝试在文心一言中模拟验证“决策”能力，可以看到根据Prompt的提示，大模型根据告警概要与涉及的工具能力，能够推理出建议执行的动作。从这个例子看，借助更加合理的Prompt设计，适当的模型微调，以及上下文内存记忆或持久化的数据库记忆，能够得到更符合预期的输出，应该有机会打败50%的新员工的排障能力。进一步的，如果能够结合大模型的function call，将函数的元信息（如函数名称、函数描述、函数参数等）提供给大模型，根据大模型推理判断输出输入的数据来选择需要调用的函数，由函数调用Agent的执行，技术实现上已经打通。下一步要看大模型是否可以给出稳定有效的推理能力，以及企业内如何降低SRE构建一系列Agent的门槛。</p><p><img src=/images/finops/20240327154518.png></p><p><strong>2.AI Agent在执行层面的思路</strong>
+<strong>（1）AI Agent</strong></p><p>在2023年年中的一场开发者活动上，OpenAI的联合创始人Andrew Karpathy发表了重要言论。他提到，当有新的研究论文提出不同的训练方法时，OpenAI内部并不会给予过多关注，因为这些方法往往是他们已经尝试过的。然而，当一篇关于AI Agent的新论文出现时，他们会非常认真且充满兴趣地进行讨论。OpenAI的应用研发主管在一篇博文中详细阐述了基于大型语言模型构建AI Agents的框架。他认为，一个完整的AI Agent应该包括大模型、记忆能力、规划技能以及工具使用能力。其中，大模型作为智能体的大脑，起着核心作用，而记忆、规划和工具使用能力则是其关键组件。</p><p>综合当前主流的思路，我们可以将AI Agent定义为一种具备自主感知、决策和执行能力的智能体。它主要包括感知、决策、执行、学习、记忆（包括短期和长期记忆）以及通讯等模块。基中，感知是Agent是在数据信息中得到的信息进行处理，发现“事件”；决策是针对发现的“事件”，制定解决问题的规划思路（大模型擅长在这个节点）；再由Agent调用工具执行，以及从工具执行过程中获得反馈，形成闭环。大模型的出现为决策和规划提供了更为坚实的基础，使得AI Agent的实现成为可能。</p><p><strong>（2）AI Agent与现有解决方案的区别</strong></p><p>在技术实现上，AI Agent与现在主流工具接口调用看似一样，其主要区别在于智能化和自主性。传统的工具接口调用通常是基于预设的规则和参数来执行任务，缺乏自主决策和学习的能力。这些工具接口调用通常是静态的，无法根据环境的变化或任务的复杂性进行自我调整和优化。相比之下，AI Agent则具有智能化和自主性，它需要具备能够感知和理解环境，还能根据任务目标进行思考和决策。传统的工具往往只能关注某一方面的数据，如性能指标或日志文件，而故障往往是由多个因素共同作用引起的，因此需要综合考虑各种数据源。AI Agent能够将来自不同源的数据进行关联分析，从而更全面地了解系统的状态。</p><p>以运维故障分析场景为例，AI Agent与传统的工具接口调用相比，其优势并不仅仅局限于使用大型语言模型（大模型），每一个AI Agent的智能化和自动化能力才是其真正的核心优势。大模型可以为AI Agent提供自然语言处理、文本生成、通用知识的能力，AI Agent则是让SRE构建一系列能够通过学习和理解系统的行为模式来智能地判断和响应故障的工具，比如基于基准或模式匹配的异常检测工具，负责自动化的重启服务、回滚配置或调整系统参数等工具。AI Agent对有动手能力的SRE工程师十分友好，将能更好的激发创造力。</p><p><strong>（3）工程实现上的思考</strong></p><p>如何由单Agent向复杂多Agent提升是工程实现的难点。单Agent与多Agent之间存在的主要区别体现在它们的交互性和任务复杂性上。单Agent主要关注单一Agent在特定场景中的交互，侧重于处理Agent与场景之间的关系。此时，Agent的行为主要受到场景反馈的影响，并通过学习来优化其决策策略。相比之下，多Agent系统则是由一组既独立又协同工作的Agent所构成。在多Agent系统中，每个Agent都通过自身的行为对场景的执行结果产生影响，同时Agent之间也存在着复杂的依赖与交互关系。</p><p>还是以故障排查为例，假设我们有一个由多个服务器、服务和应用程序组成的系统。当系统出现故障时，单Agent系统可能只涉及一个监控Agent，它负责收集和分析系统的性能指标、日志数据等信息展示。相比之下，多Agent系统能够更好地应对这种复杂的故障排查场景。当监控Agent检测到某个服务器出现故障时，它可以触发异常检测Agent来进一步诊断问题。异常检测Agent可以检查资源、应用、业务情况，并尝试定位故障原因。同时，上游依赖检测Agent可以分析故障对象所依赖的其他服务或组件是否正常运行，以确定问题是否由上游故障引起。此外，日志分析Agent可以收集和分析系统的日志文件，提取有用的信息来帮助定位问题。链路分析Agent负责分析系统中各个组件之间的调用链路，以确定故障传播的路径和影响范围。变更服务Agent则根据异常对象所涉及的对象，负责分析是否有变更行为引发。自动化操作Agent可以根据预设的规则或策略采取相应的措施进行修复。</p><p><strong>3.技术实现</strong>
+OpenAI的Andrew Karpathy指出，与OpenAI这样的大型公司相比，普通人、创业者和极客在构建AI Agents方面可能更具优势。在落地实现方面，也许可以将AI Agent作为短期的突破口，比如：将传统监控与AIOps的异常检测、故障预测等能力应用在感知环节；由知识库、大模型、规则引擎应用于决策环节；各类分析、执行的工具或接口则作为执行环节，由AI AGENT根据决策需求动态调用执行。若此方法在实践中表现出色，我在这里预判一种SRE新的工作内容——由LLM支持决策规划，SRE自主构建一系列具备“感知、决策、执行”能力的Agent工具，并将它们注册在智能运维平台上，以供各种运维场景灵活组装和应用。</p><p><strong>五、未来展望</strong>
+AIOps是数智时代人机协同的运维模式，聚焦AI技术在稳定性保障场景上赋能，将算法（含大模型）、数据、机器人(含机器人、Agent)与SRE专家的经验融合，打造人机协同的模式。一方面，现有监控与AIOps技术继续发挥在“感知”层面确切性的效果。同时，我们需要将AI技术与人类的经验智慧紧密结合起来发挥“决策”能力，共同发挥作用，具备强大推理和决策能力的大模型有可能成为推动这一融合进程的重要力量。下一步，我们可以大胆的期待大模型在识别、推理的准确性上将很快提升到稳定性保障可用的程度，成为一个辅助决策的大脑，并融入到现有的运维平台中。另外，我们还需要在SRE组织内部积极推动拥抱AIOps的文化氛围，为SRE提供低门槛融入AIOps场景，比如让SRE更好的将经验落地在Agent工具的“执行”上，激发SRE积极参与智能运维的动力。</p><p>当然，本篇不少内容还仅仅是一些思考，还需要后续实践来探索是否正确。</p></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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 <a class=dropdown-item href=/research/>研究</a>
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-26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/twt%E7%A4%BE%E5%8C%BA>TWT社区</a></li></ul><h4 class=card-title><a href=/blog/blog-post-4/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>信息化时代，我们通过</p><a href=/blog/blog-post-4/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%BD%AD%E5%8D%8E%E7%9B%9B>彭华盛</a></li></ul><h4 class=card-title><a href=/blog/next-stop-aiops/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>【作者】彭华盛，“S</p><a href=/blog/next-stop-aiops/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/categories/aiops/index.xml b/public/categories/aiops/index.xml
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diff --git a/public/categories/index.html b/public/categories/index.html
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@@ -5,5 +5,5 @@
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-<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Categories</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Categories</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git "a/public/categories/\345\237\272\347\241\200\350\256\276\346\226\275/index.html" "b/public/categories/\345\237\272\347\241\200\350\256\276\346\226\275/index.html"
index 01da253..618c60d 100644
--- "a/public/categories/\345\237\272\347\241\200\350\256\276\346\226\275/index.html"
+++ "b/public/categories/\345\237\272\347\241\200\350\256\276\346\226\275/index.html"
@@ -7,5 +7,5 @@
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">基础设施</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
 19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-2.jpg alt="编写中-华为云的 SRE 实践"><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
 <button type=submit name=subscribe class="btn btn-primary">加入</button><div style=position:absolute;left:-5000px aria-hidden=true><input type=text name=65efd6fff947/sre-elite-newsletter tabindex=-1></div></div></form></div></div></div></div><div class="footer bg-footer section border-bottom"><div class=container><div class=row><div class="col-lg-4 col-sm-8 mb-5 mb-lg-0"><a class=logo-footer href=/><img class="img-fluid mb-4" src=/images/logo.png alt="SRE精英联盟 | 引领、研究、发展SRE"></a><ul class=list-unstyled><li class=mb-4>北京，中国</li><li class=mb-4><a href=mailto:info@sre-elite.com>info@sre-elite.com</a></li><li class=mb-4>+86 13581793238</li></ul></div><div class="col-lg-2 col-sm-4 col-6 mb-5 mb-md-0"><h4 class="text-white mb-5 text-uppercase">联盟</h4><ul class=list-unstyled><li class=mb-3><a class=text-color href=/about/>关于</a></li><li class=mb-3><a class=text-color href=/notice/>公告</a></li><li class=mb-3><a class=text-color href=/blog/>博客</a></li><li class=mb-3><a class=text-color href=/contact/>联系</a></li></ul></div><div class="col-lg-2 col-sm-4 col-6 mb-5 mb-md-0"><h4 class="text-white mb-5 text-uppercase">链接</h4><ul class=list-unstyled><li class=mb-3><a class=text-color href=/teacher/>专家</a></li><li class=mb-3><a class=text-color href=/event/>活动</a></li><li class=mb-3><a class=text-color href=/research/>研究</a></li><li class=mb-3><a class=text-color href=/scholarship/>辅导</a></li></ul></div><div class="col-lg-2 col-sm-4 col-6 mb-5 mb-md-0"><h4 class="text-white mb-5 text-uppercase">课程</h4><ul class=list-unstyled><li class=mb-3><a class=text-color href=/course/course-6/>课程开发中</a></li></ul></div><div class="col-lg-2 col-sm-4 col-6 mb-5 mb-md-0"><h4 class="text-white mb-5 text-uppercase">最新公告</h4><ul class=list-unstyled><li class=mb-3><a class=text-color href=/notice/wp-v-1.0.2/>《SRE实践白皮书》v1.0.2 发布</a></li><li class=mb-3><a class=text-color href=/notice/wp-v-1.0.1/>祝贺《SRE实践白皮书》v1.0.1 正式版发布</a></li></ul></div></div></div></div><div class="copyright py-4 bg-footer"><div class=container><div class=row><div class="col-md-7 text-md-left text-center"><p class="mb-3 mb-md-0">© SRE精英联盟-版权所有 2024 CCBY-NC4.0</p></div><div class="col-md-5 text-md-right text-center"><ul class=list-inline><li class=list-inline-item><a class="d-inline-block p-2" href=https://www.github.com/sre-elite><i class="ti-github text-primary"></i></a></li><li class=list-inline-item><a class="d-inline-block p-2" href=https://mp.weixin.qq.com/s/MxhmgHzFCvFqc7gf-gdxPw><i class="ti-themify-favicon text-primary"></i></a></li><li class=list-inline-item><a class="d-inline-block p-2" href=https://www.youtube.com/@sre-elite><i class="ti-youtube text-primary"></i></a></li></ul></div></div></div></div></footer><script src=/plugins/jQuery/jquery.min.js></script><script src=/plugins/bootstrap/bootstrap.min.js></script><script src=/plugins/slick/slick.min.js></script><script src=/plugins/venobox/venobox.min.js></script><script src=/plugins/filterizr/jquery.filterizr.min.js></script><script src=/plugins/google-map/gmap.js></script><script src=/js/script.min.js></script></body></html>
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diff --git "a/public/categories/\347\250\263\345\256\232\346\200\247/index.html" "b/public/categories/\347\250\263\345\256\232\346\200\247/index.html"
index b0a0e09..9bebfa3 100644
--- "a/public/categories/\347\250\263\345\256\232\346\200\247/index.html"
+++ "b/public/categories/\347\250\263\345\256\232\346\200\247/index.html"
@@ -7,5 +7,5 @@
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">稳定性</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-1.jpg alt=编写中-蚂蚁集团金融交易系统的稳定性保障><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-字节跳动高并发场景下的服务治理实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git "a/public/categories/\347\275\221\347\273\234/index.html" "b/public/categories/\347\275\221\347\273\234/index.html"
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+++ "b/public/categories/\347\275\221\347\273\234/index.html"
@@ -6,5 +6,5 @@
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-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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-<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="hero-section overlay bg-cover" data-background=/images/banner/banner-1.jpg><div class=container><div class=hero-slider><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>上海 Meetup 活动即将开放报名</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>联盟首次线下 Meetup 技术交流活动即将在上海举办，众多技术干货分享等你来学习。席位有限，请提前报名。</p><a href=/event/meetup-shanghai-1/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>马上报名</a></div></div></div><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>《SRE实践白皮书》更新中</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>近期联盟已经发布了《SRE实践白皮书》的最新版本，欢迎大家下载阅读。</p><a href=/notice/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>下载</a></div></div></div><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>引领、研究、发展SRE</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>精英联盟是一个致力于推动SRE实践的技术研讨社区，我们的使命是促进生产稳定安全。</p><a href=/teacher/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>联盟专家</a></div></div></div></div></div></section><section class="bg-gray overflow-md-hidden"><div class="container-fluid p-0"><div class="row no-gutters"><div class="col-xl-4 col-lg-5 align-self-end"><img class="img-fluid w-100" src=/images/banner/pexels-google-deepmind-17485013.jpg alt=banner-feature></div><div class="col-xl-8 col-lg-7"><div class="row feature-blocks bg-gray justify-content-between"><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-book mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">SRE实践白皮书</h3><p>SRE精英联盟用社区协作的方式，历时数年，经过大量领域专家的努力，聚集了大量一线实操经验，并在持续更新中。本白皮书是联盟核心工作之一。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-blackboard mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">技术研讨社区</h3><p>联盟的社区定期举行各种交流研讨活动，包括双周闭门的例会、线上直播和线下的 Meetup 等等。。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-agenda mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">精英联盟使命</h3><p>致力于发展核心的专家团队，讨论切磋各个公司当前线上的 SRE 实践。用白皮书和线上线下活动的方式不断输出行业影响。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-write mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">促生产稳定安全</h3><p>SRE 实践以及相关技术研究领域是生产系统安全稳定运行的基础，是消除和控制风险的不二法门。</p></div></div></div></div></div></section><section class=section><div class=container><div class="row align-items-center"><div class="col-md-6 order-2 order-md-1"><h2 class=section-title>关于精英联盟</h2><p>自从 SRE 的理念进入中国以来，就已经引起了很多企业的关注和效仿，但各企业实施 SRE 的方法各异，SRE 的实现效果也各不相同。与此同时，中国的互联网行业中涌现出了一批对SRE充满热情的倡导者，他们为社区做出了各种贡献；包括：孙宇聪翻译出版了《SRE：Google运维解密》、赵成在极客时间开设了课程《SRE实战手册》，以及赵舜东在社区里积极地布道分享等等，不胜枚举。2022年，由赵成等人牵头，首批来自于互联网、运营商、金融等行业领军企业的 SRE 团队负责人齐聚一堂，组织了SRE研讨社区，定期开展社区分享活动，共同探讨 SRE 在各企业里的发展路径，分享各自的实战经验，并总结出了这份来自一线实战的、详实而持续更新的《SRE实践白皮书》。</p><a href=/about/ class="btn btn-outline-primary">了解更多</a></div><div class="col-md-6 order-1 order-md-2 mb-4 mb-md-0"><img class="img-fluid w-100" src=/images/about/pexels-google-deepmind-17484975.jpg alt="about image"></div></div></div></section><section class="section bg-gray"><div class=container><div class=row><div class=col-12><div class="d-flex align-items-center section-title justify-content-between"><h2 class="mb-0 text-nowrap mr-3">近期活动</h2><div class="border-top w-100 border-primary d-none d-sm-block"></div><div><a href=/event class="btn btn-sm btn-outline-primary ml-sm-3 d-none d-sm-block text-nowrap">查看全部</a></div></div></div></div><div class="row justify-content-center"><div class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><div class="card border-0 rounded-0 hover-shadow"><div class="card-img position-relative"><img class="card-img-top rounded-0" src=/images/events/meetup-shanghi-1.png alt="SRE精英联盟Meetup - 上海"><div class=card-date><span>13</span><br>Apr</div></div><div class=card-body><p><i class="ti-location-pin text-primary mr-2"></i>上海</p><h4 class=card-title><a href=/event/meetup-shanghai-1/>SRE精英联盟Meetup - 上海</a></h4></div></div></div><div class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><div class="card border-0 rounded-0 hover-shadow"><div class="card-img position-relative"><img class="card-img-top rounded-0" src=/images/events/se1ep1.jpg alt=SRE精英联盟:释放卓越系列直播-第一期><div class=card-date><span>29</span><br>Feb</div></div><div class=card-body><p><i class="ti-location-pin text-primary mr-2"></i>视频号&amp;B站-直播</p><h4 class=card-title><a href=/event/sre-excellence-unleashed-ep1/>SRE精英联盟:释放卓越系列直播-第一期</a></h4></div></div></div></div><div class=row><div class="col-12 text-center"><a href=/event class="btn btn-sm btn-outline-primary d-sm-none d-inline-block">查看全部</a></div></div></div></section><section class="section bg-primary"><div class=container><div class=row><div class="col-12 text-center"><h6 class="text-white font-secondary mb-0">申请者需满足联盟所要求的资质</h6><h2 class="section-title text-white">SRE精英联盟网络一线专家</h2><a href=/contact/ class="btn btn-light">申请加入</a></div></div></div></section><section class=section><div class=container><div class=row><div class=col-12><h2 class=section-title>文章更新</h2></div></div><div class="row justify-content-center"><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/daa259655c033aec55a3527cc253b242.png alt=AIOps的下一步走向哪里？【大模型与自动化运维】><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/twt%E7%A4%BE%E5%8C%BA>TWT社区</a></li></ul><h4 class=card-title><a href=/blog/blog-post-4/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>信息化时代，我们通过</p><a href=/blog/blog-post-4/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-2.jpg alt="编写中-华为云的 SRE 实践"><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+<a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="hero-section overlay bg-cover" data-background=/images/banner/banner-1.jpg><div class=container><div class=hero-slider><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>上海 Meetup 活动即将开放报名</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>联盟首次线下 Meetup 技术交流活动即将在上海举办，众多技术干货分享等你来学习。席位有限，请提前报名。</p><a href=/event/meetup-shanghai-1/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>马上报名</a></div></div></div><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>《SRE实践白皮书》更新中</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>近期联盟已经发布了《SRE实践白皮书》的最新版本，欢迎大家下载阅读。</p><a href=/notice/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>下载</a></div></div></div><div class=hero-slider-item><div class=row><div class=col-md-8><h1 class=text-white data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.1>引领、研究、发展SRE</h1><p class="text-muted mb-4" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.4>精英联盟是一个致力于推动SRE实践的技术研讨社区，我们的使命是促进生产稳定安全。</p><a href=/teacher/ class="btn btn-primary" data-animation-out=fadeOutRight data-delay-out=5 data-duration-in=.3 data-animation-in=fadeInLeft data-delay-in=.7>联盟专家</a></div></div></div></div></div></section><section class="bg-gray overflow-md-hidden"><div class="container-fluid p-0"><div class="row no-gutters"><div class="col-xl-4 col-lg-5 align-self-end"><img class="img-fluid w-100" src=/images/banner/pexels-google-deepmind-17485013.jpg alt=banner-feature></div><div class="col-xl-8 col-lg-7"><div class="row feature-blocks bg-gray justify-content-between"><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-book mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">SRE实践白皮书</h3><p>SRE精英联盟用社区协作的方式，历时数年，经过大量领域专家的努力，聚集了大量一线实操经验，并在持续更新中。本白皮书是联盟核心工作之一。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-blackboard mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">技术研讨社区</h3><p>联盟的社区定期举行各种交流研讨活动，包括双周闭门的例会、线上直播和线下的 Meetup 等等。。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-agenda mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">精英联盟使命</h3><p>致力于发展核心的专家团队，讨论切磋各个公司当前线上的 SRE 实践。用白皮书和线上线下活动的方式不断输出行业影响。</p></div><div class="col-sm-6 col-xl-5 mb-xl-5 mb-lg-3 mb-4 text-center text-sm-left"><i class="ti-write mb-xl-4 mb-lg-3 mb-4 feature-icon"></i><h3 class="mb-xl-4 mb-lg-3 mb-4">促生产稳定安全</h3><p>SRE 实践以及相关技术研究领域是生产系统安全稳定运行的基础，是消除和控制风险的不二法门。</p></div></div></div></div></div></section><section class=section><div class=container><div class="row align-items-center"><div class="col-md-6 order-2 order-md-1"><h2 class=section-title>关于精英联盟</h2><p>自从 SRE 的理念进入中国以来，就已经引起了很多企业的关注和效仿，但各企业实施 SRE 的方法各异，SRE 的实现效果也各不相同。与此同时，中国的互联网行业中涌现出了一批对SRE充满热情的倡导者，他们为社区做出了各种贡献；包括：孙宇聪翻译出版了《SRE：Google运维解密》、赵成在极客时间开设了课程《SRE实战手册》，以及赵舜东在社区里积极地布道分享等等，不胜枚举。2022年，由赵成等人牵头，首批来自于互联网、运营商、金融等行业领军企业的 SRE 团队负责人齐聚一堂，组织了SRE研讨社区，定期开展社区分享活动，共同探讨 SRE 在各企业里的发展路径，分享各自的实战经验，并总结出了这份来自一线实战的、详实而持续更新的《SRE实践白皮书》。</p><a href=/about/ class="btn btn-outline-primary">了解更多</a></div><div class="col-md-6 order-1 order-md-2 mb-4 mb-md-0"><img class="img-fluid w-100" src=/images/about/pexels-google-deepmind-17484975.jpg alt="about image"></div></div></div></section><section class="section bg-gray"><div class=container><div class=row><div class=col-12><div class="d-flex align-items-center section-title justify-content-between"><h2 class="mb-0 text-nowrap mr-3">近期活动</h2><div class="border-top w-100 border-primary d-none d-sm-block"></div><div><a href=/event class="btn btn-sm btn-outline-primary ml-sm-3 d-none d-sm-block text-nowrap">查看全部</a></div></div></div></div><div class="row justify-content-center"><div class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><div class="card border-0 rounded-0 hover-shadow"><div class="card-img position-relative"><img class="card-img-top rounded-0" src=/images/events/meetup-shanghi-1.png alt="SRE精英联盟Meetup - 上海"><div class=card-date><span>13</span><br>Apr</div></div><div class=card-body><p><i class="ti-location-pin text-primary mr-2"></i>上海</p><h4 class=card-title><a href=/event/meetup-shanghai-1/>SRE精英联盟Meetup - 上海</a></h4></div></div></div><div class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><div class="card border-0 rounded-0 hover-shadow"><div class="card-img position-relative"><img class="card-img-top rounded-0" src=/images/events/se1ep1.jpg alt=SRE精英联盟:释放卓越系列直播-第一期><div class=card-date><span>29</span><br>Feb</div></div><div class=card-body><p><i class="ti-location-pin text-primary mr-2"></i>视频号&amp;B站-直播</p><h4 class=card-title><a href=/event/sre-excellence-unleashed-ep1/>SRE精英联盟:释放卓越系列直播-第一期</a></h4></div></div></div></div><div class=row><div class="col-12 text-center"><a href=/event class="btn btn-sm btn-outline-primary d-sm-none d-inline-block">查看全部</a></div></div></div></section><section class="section bg-primary"><div class=container><div class=row><div class="col-12 text-center"><h6 class="text-white font-secondary mb-0">申请者需满足联盟所要求的资质</h6><h2 class="section-title text-white">SRE精英联盟网络一线专家</h2><a href=/contact/ class="btn btn-light">申请加入</a></div></div></div></section><section class=section><div class=container><div class=row><div class=col-12><h2 class=section-title>文章更新</h2></div></div><div class="row justify-content-center"><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/daa259655c033aec55a3527cc253b242.png alt=AIOps的下一步走向哪里？【大模型与自动化运维】><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%BD%AD%E5%8D%8E%E7%9B%9B>彭华盛</a></li></ul><h4 class=card-title><a href=/blog/next-stop-aiops/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>【作者】彭华盛，“S</p><a href=/blog/next-stop-aiops/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article><article class="col-lg-4 col-sm-6 mb-5 mb-lg-0"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-2.jpg alt="编写中-华为云的 SRE 实践"><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i> 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></article></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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+++ b/public/index.xml
@@ -1 +1 @@
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\ No newline at end of file
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Proin sit amet vulputate augue.</description></item><item><title>Mark Dinn</title><link>/author/mark-dinn/</link><pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><guid>/author/mark-dinn/</guid><description>Lorem ipsum dolor sit amet, consectetur adipiscing elit. 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diff --git a/public/scholarship/scholarship-1/index.html b/public/scholarship/scholarship-1/index.html
index 5a4d490..e70b677 100644
--- a/public/scholarship/scholarship-1/index.html
+++ b/public/scholarship/scholarship-1/index.html
@@ -8,5 +8,5 @@
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style=background-image:url(/images/backgrounds/page-title.jpg),url(/images/backgrounds/page-title.jpg)><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">参与内部例会</li></ul><p class=text-lighten>Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore. dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.</p></div></div></div></section><section class=section-sm><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mb-4"><img src=/images/scholarship/scholarship-item-1.jpg alt=blog-thumb class="img-fluid w-100"></div><div class=col-12><ul class=list-inline><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">发布者
 :</span><a href=/author/></a></li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">日期
 :</span>01 Jan, 0001</li><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">分类
-:</span></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><ul><li>双周线上形式</li><li>不定期在各个城市线下小范围研讨会</li><li>联盟专家间点对点切磋</li><li>微信群交流</li></ul></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+:</span></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><ul><li>双周线上形式</li><li>不定期在各个城市线下小范围研讨会</li><li>联盟专家间点对点切磋</li><li>微信群交流</li></ul></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/scholarship/scholarship-2/index.html b/public/scholarship/scholarship-2/index.html
index ed0ffce..ec1388e 100644
--- a/public/scholarship/scholarship-2/index.html
+++ b/public/scholarship/scholarship-2/index.html
@@ -8,5 +8,5 @@
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style=background-image:url(/images/backgrounds/page-title.jpg),url(/images/backgrounds/page-title.jpg)><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">行业现状调研</li></ul><p class=text-lighten>Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore. dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.</p></div></div></div></section><section class=section-sm><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mb-4"><img src=/images/scholarship/scholarship-item-2.jpg alt=blog-thumb class="img-fluid w-100"></div><div class=col-12><ul class=list-inline><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">发布者
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-:</span></li></ul></div><div class="col-12 my-4"><div class=border-bottom></div></div><div class="col-12 mb-5"><ul><li>紧跟行业发展趋势</li><li>对特殊领域进行深入研究</li><li>联合发起调研项目</li><li>设计和实施调研方案</li></ul></div><div class=col-12><div id=disqus_thread></div><script>window.disqus_config=function(){},function(){if(["localhost","127.0.0.1"].indexOf(window.location.hostname)!=-1){document.getElementById("disqus_thread").innerHTML="Disqus comments not available by default when the website is previewed locally.";return}var t=document,e=t.createElement("script");e.async=!0,e.src="//sre-elite.disqus.com/embed.js",e.setAttribute("data-timestamp",+new Date),(t.head||t.body).appendChild(e)}()</script><noscript>Please enable JavaScript to view the <a href=https://disqus.com/?ref_noscript>comments powered by Disqus.</a></noscript><a href=https://disqus.com class=dsq-brlink>comments powered by <span class=logo-disqus>Disqus</span></a></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/scholarship/scholarship-3/index.html b/public/scholarship/scholarship-3/index.html
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--- a/public/scholarship/scholarship-3/index.html
+++ b/public/scholarship/scholarship-3/index.html
@@ -8,5 +8,5 @@
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style=background-image:url(/images/backgrounds/page-title.jpg),url(/images/backgrounds/page-title.jpg)><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">特点趋势跟踪</li></ul><p class=text-lighten>Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore. dolore magna aliqua. Ut enim ad minim veniam, quis nostrud.</p></div></div></div></section><section class=section-sm><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-12 mb-4"><img src=/images/scholarship/scholarship-item-3.jpg alt=blog-thumb class="img-fluid w-100"></div><div class=col-12><ul class=list-inline><li class="list-inline-item mr-4 mb-3 mb-md-0 text-light"><span class="font-weight-bold mr-2">发布者
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@@ -6,7 +6,7 @@
 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Advice</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/daa259655c033aec55a3527cc253b242.png alt=AIOps的下一步走向哪里？【大模型与自动化运维】><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/twt%E7%A4%BE%E5%8C%BA>TWT社区</a></li></ul><h4 class=card-title><a href=/blog/blog-post-4/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>信息化时代，我们通过</p><a href=/blog/blog-post-4/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-联通软件研究院网络质量运维><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
+26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%BD%AD%E5%8D%8E%E7%9B%9B>彭华盛</a></li></ul><h4 class=card-title><a href=/blog/next-stop-aiops/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>【作者】彭华盛，“S</p><a href=/blog/next-stop-aiops/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-联通软件研究院网络质量运维><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-字节跳动高并发场景下的服务治理实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
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-26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/twt%E7%A4%BE%E5%8C%BA>TWT社区</a></li></ul><h4 class=card-title><a href=/blog/blog-post-4/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>信息化时代，我们通过</p><a href=/blog/blog-post-4/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+26 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%BD%AD%E5%8D%8E%E7%9B%9B>彭华盛</a></li></ul><h4 class=card-title><a href=/blog/next-stop-aiops/>AIOps的下一步走向哪里？【大模型与自动化运维】</a></h4><p class=card-text>【作者】彭华盛，“S</p><a href=/blog/next-stop-aiops/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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 06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-1.jpg alt=编写中-蚂蚁集团金融交易系统的稳定性保障><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-6/>编写中-蚂蚁集团金融交易系统的稳定性保障</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-6/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/tags/eco/index.html b/public/tags/eco/index.html
index 4fa8a93..ee76c5f 100644
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 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Eco</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-3.jpg alt=编写中-联通软件研究院网络质量运维><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/mark-dinn>Mark Dinn</a></li></ul><h4 class=card-title><a href=/blog/blog-post-3/>编写中-联通软件研究院网络质量运维</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-3/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/tags/education/index.html b/public/tags/education/index.html
index 59ce8d2..3b9277d 100644
--- a/public/tags/education/index.html
+++ b/public/tags/education/index.html
@@ -6,5 +6,5 @@
 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">Education</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/post-2.jpg alt="编写中-华为云的 SRE 实践"><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-2/>编写中-华为云的 SRE 实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-2/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/tags/english/index.html b/public/tags/english/index.html
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-06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+06 Jul, 2019</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/john-doe>John Doe</a></li></ul><h4 class=card-title><a href=/blog/blog-post-5/>编写中-字节跳动高并发场景下的服务治理实践</a></h4><p class=card-text>The standard Lorem Ipsum passage, used since the 1500s Lorem</p><a href=/blog/blog-post-5/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/tags/finops/index.html b/public/tags/finops/index.html
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--- a/public/tags/finops/index.html
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 <a class=dropdown-item href=/research/>研究</a>
 <a class=dropdown-item href=/course/>课程</a>
 <a class=dropdown-item href=/scholarship/>辅导</a></div></li><li class=nav-item><a class=nav-link href=/blog/>博客</a></li><li class=nav-item><a class=nav-link href=/contact/>联系</a></li></ul></div></nav></div></div></header><section class="page-title-section overlay" style="background-image:url('/'),url(/images/backgrounds/page-title.jpg)"><div class=container><div class=row><div class=col-md-8><ul class="list-inline custom-breadcrumb"><li class="list-inline-item h2"><a class="text-primary font-secondary" href=/>首页</a></li><li class="list-inline-item h5"><i class="ti-angle-right text-white"></i></li><li class="list-inline-item text-white h3 font-secondary">FinOps</li></ul><p class=text-lighten></p></div></div></div></section><section class=section><div class=container><div class=row><div class="col-lg-8 order-2 order-lg-1"><div class=row><div class="col-sm-6 mb-5"><article class="card rounded-0 border-bottom border-primary border-top-0 border-left-0 border-right-0 hover-shadow"><img class="card-img-top rounded-0" src=/images/blog/2024-03-20_11-09-56.png alt=节省数亿IT成本，B站FinOps优化实践><div class=card-body><ul class="list-inline mb-3"><li class="list-inline-item mr-3 ml-0"><i class=ti-calendar></i>
-19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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diff --git a/public/tags/index.html b/public/tags/index.html
index 293293b..57b245b 100644
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index 0ce7b99..53b4e3c 100644
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@@ -6,5 +6,5 @@
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-19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-4/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/blog-post-4/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
+19 Mar, 2024</li><li class="list-inline-item mr-3 ml-0"><i class=ti-user></i> <a href=/author/%E5%8F%B6%E7%BF%A0%E9%A9%AC%E6%B0%B8%E6%99%BA>叶翠,马永智</a></li></ul><h4 class=card-title><a href=/blog/bilibili-finops-practice/>节省数亿IT成本，B站FinOps优化实践</a></h4><p class=card-text>一、背景 当前，降本增</p><a href=/blog/bilibili-finops-practice/ class="btn btn-primary btn-sm">详细阅读</a></div></article></div><div class="col-12 mt-4"></div></div></div><aside class="col-lg-4 order-1 order-lg-2"><div class="bg-white mb-5"><h4 class=mb-4>分类</h4><ul class=list-unstyled><li class=border-bottom><a href=/categories/aiops/ class="d-block pb-3 mt-3">Aiops</a></li><li class=border-bottom><a href=/categories/%e5%9f%ba%e7%a1%80%e8%ae%be%e6%96%bd/ class="d-block pb-3 mt-3">基础设施</a></li><li class=border-bottom><a href=/categories/%e7%a8%b3%e5%ae%9a%e6%80%a7/ class="d-block pb-3 mt-3">稳定性</a></li><li class=border-bottom><a href=/categories/%e7%bd%91%e7%bb%9c/ class="d-block pb-3 mt-3">网络</a></li></ul></div><div class="bg-white mb-5"><h4 class=mb-4>标签</h4><ul class="list-inline tag-list"><li class="list-inline-item mb-2"><a href=/tags/advice/>Advice</a></li><li class="list-inline-item mb-2"><a href=/tags/ai/>Ai</a></li><li class="list-inline-item mb-2"><a href=/tags/aiops/>Aiops</a></li><li class="list-inline-item mb-2"><a href=/tags/automation/>Automation</a></li><li class="list-inline-item mb-2"><a href=/tags/eco/>Eco</a></li><li class="list-inline-item mb-2"><a href=/tags/education/>Education</a></li><li class="list-inline-item mb-2"><a href=/tags/english/>English</a></li><li class="list-inline-item mb-2"><a href=/tags/finops/>Finops</a></li><li class="list-inline-item mb-2"><a href=/tags/%e5%ba%a6%e9%87%8f/>度量</a></li></ul></div><div class=bg-white><h4 class=mb-4>最新文章</h4><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/next-stop-aiops/><img class="mr-3 post-thumb-sm" src=/images/blog/daa259655c033aec55a3527cc253b242.png></a><div class=media-body><a href=/blog/next-stop-aiops/><h5 class=mt-0>AIOps的下一步走向哪里？【大模型与自动化运维】</h5></a>26 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/bilibili-finops-practice/><img class="mr-3 post-thumb-sm" src=/images/blog/2024-03-20_11-09-56.png></a><div class=media-body><a href=/blog/bilibili-finops-practice/><h5 class=mt-0>节省数亿IT成本，B站FinOps优化实践</h5></a>19 Mar 2024</div></div><div class="media border-bottom border-color pb-3 mb-3"><a href=/blog/blog-post-2/><img class="mr-3 post-thumb-sm" src=/images/blog/post-2.jpg></a><div class=media-body><a href=/blog/blog-post-2/><h5 class=mt-0>编写中-华为云的 SRE 实践</h5></a>06 Jul 2019</div></div></div></aside></div></div></section><footer><div class=newsletter><div class=container><div class=row><div class="col-md-9 ml-auto bg-primary py-5 newsletter-block"><h3 class="text-white mb-4">订阅新闻</h3><form action="https://martinliu.us21.list-manage.com/subscribe?u=73b6f807adb16f3aa5765728e&amp;id=bd39e4c849" method=post name=mc-embedded-subscribe-form target=_blank><div class=input-wrapper><input type=email class="form-control border-0" id=newsletter name=newsletter placeholder=输入邮箱>
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