# Reading Groups

- [Network reading group](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group.md)
- [Recap](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/recap.md)
- [ML & Networking](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking.md)
- [Video Streaming](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming.md)
- [Overview](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/overview.md)
- [Reducto: On-Camera Filtering for Resource Efficient Real-Time Video Analytics](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/reducto-on-camera-filtering-for-resource-efficient-real-time-video-analytics.md): https://dl.acm.org/doi/10.1145/3387514.3405874
- [Learning in situ: a randomized experiment in video streaming](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/learning-in-situ-a-randomized-experiment-in-video-streaming.md): https://www.usenix.org/system/files/nsdi20-paper-yan.pdf
- [SENSEI: Aligning Video Streaming Quality with Dynamic User Sensitivity](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/sensei-aligning-video-streaming-quality-with-dynamic-user-sensitivity.md): https://people.cs.uchicago.edu/~junchenj/docs/sensei.pdf
- [Neural Adaptive Video Streaming with Pensieve](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/neural-adaptive-video-streaming-with-pensieve.md): https://dl.acm.org/doi/abs/10.1145/3098822.3098843
- [Server-Driven Video Streaming for Deep Learning Inference](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/video-streaming/server-driven-video-streaming-for-deep-learning-inference.md): https://people.cs.uchicago.edu/~junchenj/docs/DDS-Sigcomm20.pdf
- [Congestion Control](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control.md)
- [ABC: A Simple Explicit Congestion Controller for Wireless Networks](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control/abc-a-simple-explicit-congestion-controller-for-wireless-networks.md): https://www.usenix.org/conference/nsdi20/presentation/goyal
- [TCP Congestion Control: A Systems Approach](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control/tcp-congestion-control-a-systems-approach.md): https://tcpcc.systemsapproach.org/preface.html
- [Chapter 1: Introduction](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control/tcp-congestion-control-a-systems-approach/chapter-1-introduction.md)
- [A Deep Reinforcement Learning Perspective on Internet Congestion Control](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control/a-deep-reinforcement-learning-perspective-on-internet-congestion-control.md): http://proceedings.mlr.press/v97/jay19a/jay19a.pdf
- [Pantheon: the training ground for Internet congestion-control research](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/congestion-control/pantheon-the-training-ground-for-internet-congestion-control-research.md): https://www.usenix.org/system/files/conference/atc18/atc18-yan-francis.pdf
- [Other](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/other.md)
- [On the Use of ML for Blackbox System Performance Prediction](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/other/on-the-use-of-ml-for-blackbox-system-performance-prediction.md): https://www.usenix.org/conference/nsdi21/presentation/fu
- [Marauder: Synergized Caching and Prefetching for Low-Risk Mobile App Acceleration](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/other/marauder-synergized-caching-and-prefetching-for-low-risk-mobile-app-acceleration.md): https://dl.acm.org/doi/10.1145/3458864.3466866
- [Horcrux: Automatic JavaScript Parallelism for Resource-Efficient Web Computation](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/other/horcrux-automatic-javascript-parallelism-for-resource-efficient-web-computation.md): https://www.usenix.org/conference/osdi21/presentation/mardani
- [Snicket: Query-Driven Distributed Tracing](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/other/snicket-query-driven-distributed-tracing.md): https://dl.acm.org/doi/10.1145/3484266.3487393
- [Workshop](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/ml-and-networking/workshop.md): https://www.youtube.com/watch?v=gfGTd7PXK54\&list=PLMPUUgLIYH1ZJVEXTTZT82ipTprSu1hn8\&index=1
- [Homa: A Receiver-Driven Low-Latency Transport Protocol Using Network Priorities](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/network-reading-group/homa-a-receiver-driven-low-latency-transport-protocol-using-network-priorities.md): https://people.csail.mit.edu/alizadeh/papers/homa-sigcomm18.pdf
- [DB reading group](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/db-reading-group.md)
- [CliqueMap: Productionizing an RMA-Based Distributed Caching System](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/db-reading-group/cliquemap-productionizing-an-rma-based-distributed-caching-system.md): https://dl.acm.org/doi/pdf/10.1145/3452296.3472934
- [Hash maps overview](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/db-reading-group/hash-maps-overview.md)
- [Dark Silicon and the End of Multicore Scaling](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/db-reading-group/dark-silicon-and-the-end-of-multicore-scaling.md): https://ieeexplore.ieee.org/document/6307773
- [WISR](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/wisr.md)
- [pFabric: Minimal Near-Optimal Datacenter Transport](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/wisr/pfabric-minimal-near-optimal-datacenter-transport.md): https://web.stanford.edu/~skatti/pubs/sigcomm13-pfabric.pdf
- [Scaling Distributed Machine Learning within-Network Aggregation](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/wisr/scaling-distributed-machine-learning-within-network-aggregation.md): https://www.usenix.org/conference/nsdi21/presentation/sapio
- [WCMP: Weighted Cost Multipathing for Improved Fairness in Data Centers](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/wisr/wcmp-weighted-cost-multipathing-for-improved-fairness-in-data-centers.md): http://www.sysnet.ucsd.edu/sysnet/miscpapers/wcmp-eurosys-final.pdf
- [Data center TCP (DCTCP)](https://sliu583.gitbook.io/blog/specific-work/seminar-and-talk/reading-groups/wisr/data-center-tcp-dctcp.md): https://dl.acm.org/doi/10.1145/1851182.1851192


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