System Requirements: The Cloud Services platform should support:
- Resource Provisioning:
Users can provision computing resources (virtual machines, containers). Support for various computing types (e.g., CPU, GPU).
- Storage Services:
Users can store and retrieve data (object storage, file storage, databases). Scalable and durable storage solutions.
- Networking Services:
Users can configure and manage network resources (load balancers, virtual networks). Support for private and public networking.
- Identity and Access Management (IAM):
Secure user authentication and authorization. Role-based access control (RBAC).
- Monitoring and Logging:
Logging and monitoring services for resource usage and application performance. Integration with popular monitoring tools.
- Scalability and Elasticity:
Ability to scale resources up or down based on demand. Auto-scaling mechanisms for dynamic workloads.
- Fault Tolerance and High Availability:
Redundancy and failover mechanisms for critical components. Data replication and backup strategies.
- Service Discovery and Load Balancing:
Service discovery for distributed architectures. Load balancing to distribute incoming traffic.
- Developer Tools:
SDKs, APIs, and developer-friendly tools for easy integration. Support for popular programming languages and frameworks.
- Billing and Metering:
Metered billing based on resource consumption. Transparent cost tracking and reporting.
- Resource Provisioning:
Users can provision virtual machines, containers, and other computing resources. Specify resource configurations, such as CPU, memory, and storage.
- Data Storage and Retrieval:
Users can store and retrieve data using various storage services. Support for object storage, file storage, and databases.
- Network Configuration:
Users can configure virtual networks, load balancers, and other network resources. Ensure security and isolation between different user environments.
- Identity and Access Management:
Secure user authentication and authorization. Define roles and permissions for users and services.
- Monitoring and Logging:
Provide tools for users to monitor resource usage and application performance. Centralized logging for better troubleshooting.
- Scaling Resources:
Auto-scaling based on predefined metrics and policies. Seamless scaling without downtime.
- Fault Tolerance:
Redundancy for critical components to ensure high availability. Rapid recovery from failures without data loss.
- Service Discovery and Load Balancing:
Efficient service discovery for distributed applications. Load balancing to distribute traffic evenly across multiple instances.
- CloudSystemService:
Manages the overall operations of the cloud services platform.
- UserResource:
Represents a user and manages their provisioned resources.
- StorageService:
Represents various storage services (object storage, file storage, databases).
- NetworkService:
Manages network-related configurations and resources.
- IdentityService:
Handles user authentication, authorization, and identity management.
- MonitoringService:
Provides tools for monitoring and logging.
- ScalingService:
Manages auto-scaling and resource scaling.
- FaultToleranceService:
Implements fault tolerance mechanisms.
- LoadBalancingService:
Manages load balancing and service discovery.
- DeveloperTools:
Includes SDKs, APIs, and developer-friendly tools.