Index

Datacenter Networks
Architecture
​A scalable, commodity, data center network architecture - Al-Fares et al., SIGCOMM '08
RDMA
Anuj Kalia's PhD thesis provides a good overview of emerging network hardware/technology
​Using One-Sided RDMA Reads to Build a Fast, CPU-Efficient Key-Value Store - Mitchell et al., ATC '13
​FaRM: Fast Remote Memory - Dragojević et al., NSDI '14
​Design Guidelines for High Performance RDMA Systems - Kalia et al., ATC '16
​Revisiting Network Support for RDMA - Mittal et al., SIGCOMM '18
​Datacenter RPCs can be General and Fast - Kalia et al., NSDI '19
​FreeFlow: Software-based Virtual RDMA Networking for Containerized Clouds - Kim et al., NSDI '19
Kernel
​netmap: a novel framework for fast packet I/O - Rizzo ATC '12
​IX: A protected dataplane operating system for high throughput and low latency - Belay et al., OSDI '14
​Arrakis: the operating system is the control plane - Peter et al., OSDI '14
​mTCP: a Highly Scalable User-level TCP Stack for Multicore Systems - Jeong et al., NSDI' 14
​Understanding Host Network Stack Overheads - Cai et al., SIGCOMM '21
Programmable Networks
​IncBricks: Toward In-Network Computation with an In-Network Cache - Liu et al., ASPLOS '17
​NetCache: Balancing key-value stores with fast in-network caching - Jin et al., SOSP '17
​NetChain: Scale-Free Sub-RTT Coordination - Jin et al., NSDI '18
​Offloading Distributed Applications onto SmartNICs using iPipe - Ming et al., SIGCOMM '19
​E3: Energy-Efficient Microservices on SmartNIC-Accelerated Servers - Ming et al., ATC '19
​When Should The Network Be The Computer? - Ports et al., HotOS' 19
Discussed what the in-network computing should be used for
​Pegasus: Tolerating Skewed Workloads in Distributed Storage with In-Network Coherence Directories - OSDI' 20
​Gallium: Automated Software Middlebox Offloading to Programmable Switches - Zhang et al., SIGCOMM '20
Automattically partitions an input software middlebox into a P4 program that runs on a programmable switch and an x86 non-offloaded program that runs on a regular server
​TEA: Enabling State-Intensive Network Functions on Programmable Switches - Kim et al., SIGCOMM '20
Allows NFs on programmable switches to look up large virtual address built on external DRAM. 
Key ideas: RDMA + bounded linear probing 
​Scaling Distributed Machine Learning with In-Network Aggregation - Sapio et al., NSDI '21
​ATP: In-network Aggregation for Multi-tenant Learning - Lao et al., NSDI '21
Wide Area Networks
Video Streaming
​Improving Fairness, Efficiency, and Stability in HTTP-based Adaptive Video Streaming with FESTIVE - Jiang et al., CoNEXT '12
​A Buffer-Based Approach to Rate Adaptation: Evidence from a Large Video Streaming Service - Huang et al., SIGCOMM '14
​Neural Adaptive Video Streaming with Pensieve - Mao et al., SIGCOMM '17
​Salsify: Low-Latency Network Video through Tighter Integration between a Video Codec and a Transport Protocol - Fouladi et al., NSDI '18
Proposes a tightly coupled codec and transport protocol
Exploits its codec's ability to save and restore its internal state
Three options when sending the next frame(lower quality frame/higher quality frame/skip)
Never send a frame unless the network is ready
​Neural Adaptive Content-aware Internet Video Delivery - Yeo et al., OSDI '18 
​Vantage: optimizing video upload for time-shifted viewing of social live streams - Ray et al., SIGCOMM '19
Retransmit low-quality frames during high bandwidth period to improve QoE for delayed viewers
​Learning in situ: a randomized experiment in video streaming - Yan et al., NSDI' 20 
​Neural-Enhanced Live Streaming: Improving Live Video Ingest via Online Learning - Kim et al., SIGCOMM '20
Misc
​The Design Philosophy of the DARPA Internet Protocols - Clark SIGCOMM '88
​The Road to SDN: An Intellectual History of Programmable Networks - Feamster et al., CCR '14
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Short Summaries
Salsify: Low-Latency Network Video through Tighter Integration between a Video Codec and a Transport
Last modified 1yr ago