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UIUC CS Systems and Networking Qual Reading List

This page exists during the transition of the Wiki system and the qual information was not available. Now you can find the official information at https://ws.engr.illinois.edu/sitemanager/getfile.asp?id=7052 and this page is no longer maintained.

Cyber-Physical Systems

  • Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment. C. L. Liu, J. W. Layland, Journal of the ACM, Volume 20, Issue 1, Jan. 1973.

  • Cyber Physical Systems: Design Challenges. E. A. Lee. 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC), 2008.

  • Sparsification and Separation of Deep Learning Layers for Constrained Resource Inference on Wearables. S. Bhattacharya, Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, 2016.

  • Reactive Control of Autonomous Drones. E. Bregu, N. Casamassima, D. Cantoni, L. Mottola, K. Whitehouse, Proceedings of the 14th Annual International Conference on Mobile Systems, Applications, and Services, 2016.

  • Limiting the Impact of Stealthy Attacks on Industrial Control Systems. D. I. Urbina, J. Giraldo, A. A. Cardenas, N. O. Tippenhauer, J. Valente, M. Faisal, J. Ruths, R. Candell, H. Sandberg, Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security, Oct. 2016.

Distributed Systems

  • Time, clocks, and the ordering of events in a distributed system. L. Lamport, CACM, vol. 21, no. 7, Jul. 1978.

  • Chord: a scalable peer-to-peer lookup service for Internet applications. I. Stoica, R. Morris, D. Karger, M. F. Kaashoek, H. Balakrishnan, Proc. ACM SIGCOMM, 2001.

  • Dynamo: Amazon’s highly available key-value store. G. DeCandia, D. Hastorun, M. Jampani, G. Kakulapati, A. Lakshman, A. Pilchin, S. Sivasubramanian, P. Vosshall, W. Vogels, Proc. ACM SOSP, 2007.

  • In Search of an Understandable Consensus Algorithm. D. Ongaro, J. Ousterhout, USENIX ATC, 2014.

  • Practical Byzantine Fault Tolerance. M. Castro, B. Liskov, OSDI, 1999.

Networking

  • The Design Philosophy of the DARPA Internet Protocols. D. Clark, ACM SIGCOMM, 1988.

  • Congestion avoidance and control. V. Jacobson, M. Karels, Proc. ACM SIGCOMM, 1988.

  • Ethane: Taking Control of the Enterprise. M. Casado, M. Freedman, J. Pettit, J. Luo, N. McKeown, S. Shenker, ACM SIGCOMM, 2007.

  • Achieving High Utilization with Software-Driven WAN. C. Hong, S. Kandula, R. Mahajan, M. Zhang, V. Gill, M. Nanduri, R. Wattenhofer, ACM SIGCOMM, 2013.

  • How Secure are Secure Interdomain Routing Protocols? S. Goldberg, M. Schapira, P. Hummon, and J. Rexford. ACM SIGCOMM, 2010.

Operating Systems

  • The Performance of Microkernel-Based Systems. H. Härtig, M. Hohmuth J. Liedtke, S. Schönberg, J. Wolter, SOSP, 1997.

  • Machine-Independent Virtual Memory Management for Paged Uniprocessor and Multiprocessor Architectures. R. Rashid, A. Tevanian, M. Young, D. Golub, R. Baronn, D. Black, W. Bolosky, and J. Chew, ASPLOS-II, October 1987.

  • The Design and Implementation of a Log-Structured File System. M. Rosenblum and J. K. Ousterhout, SOSP '91, December 1991.

  • Xen and the Art of Virtualization. P. Barham, B. Dragovic, K. Fraser, S. Hand, T. Harris, A. Ho, R. Neugebauery, I. Pratt, A. Warfield, SOSP, 2003.

  • Can We Make Operating Systems Reliable and Secure? A. S. Tanenbaum, J. N. Herder, H. Bos, IEEE Computer, vol. 39, no. 5, May, 2006.

Wireless and Mobile Systems

  • Cross-layer wireless bit rate adaptation. M. Vutukuru, H. Balakrishnan, K. Jamieson, ACM SIGCOMM, 2009.

  • Fine-grained Channel Access in Wireless LAN. K. Tan, J. Fang, Y. Zhang, S. Chen, L. Shi, J. Zhang, Y. Zhang, ACM SIGCOMM, 2010.

  • RADAR: an in-building RF-based user location and tracking system. P. Bahl, V. N. Padmanabhan, Proc. IEEE INFOCOM, 2000.

  • Odessa: enabling interactive perception applications on mobile devices. M. Ra, A. Sheth, L. Mummert, P. Pillai, D. Wetherall, R. Govindan.

  • DolphinAttack: Inaudible Voice Commands. G. Zhang, C. Yan, X. Ji, T. Zhang, T. Zhang, W. Xu, ACM CCS 2017.

MLSys + Data

  • Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM, D. Narayanan et al., SC, 2021.

  • TVM: An Automated End-to-End Optimizing Compiler for Deep Learning, T. Chen et al., OSDI, 2018.

  • Towards Federated Learning at Scale: System Design, K. Bonawitz et al., SysML, 2019.

  • The Case for Learned Index Structures, T. Kraska, A. Beutel, E. H. Chi, J. Dean, N. Polyzotis, SIGMOD, 2018.

  • Ray: A Distributed Framework for Emerging AI Applications, P. Moritz et al., OSDI, 2018.