近十年网络系统领域的仿真器¶
笔者聚焦网络系统仿真的研究, 一般来说分成两个大类:
- 偏系统: 比如 ATC22 的 Phantom
- 偏网络 (尤其关注Mobile Network): 比如 NSDI25 的 CellReplay
笔者在SIGCOMM、NSDI、ATC等会议上, 简单统计了近十年网络系统领域的优秀的仿真器, 见下.
系统方向 (通用网络仿真infra)¶
(1) [ATC 22] Phantom: Co-opting Linux Processes for High-Performance Network Simulation
链接: https://www.usenix.org/conference/atc22/presentation/jansen
(2) [SIGCOMM 22] SimBricks: End-to-End Network System Evaluation with Modular Simulation
链接: https://dl.acm.org/doi/10.1145/3544216.3544253
(3) [SIGCOMM 21] MimicNet: Fast Performance Estimates for Data Center Networks with Machine Learning
链接: https://dl.acm.org/doi/10.1145/3452296.3472926
(4) [SOSP 17] CrystalNet: Faithfully Emulating Large Production Networks
链接: https://dl.acm.org/doi/10.1145/3132747.3132759
(5) [ATC 15] Mahimahi: Accurate Record-and-Replay for HTTP
链接: https://www.usenix.org/system/files/conference/atc15/atc15-paper-netravali.pdf
(6) [NSDI 22] PowerTCP: Pushing the Performance Limits of Datacenter Networks
链接: https://www.usenix.org/conference/nsdi22/presentation/addanki
(7) [SIGCOMM 22] ABM: Active Buffer Management in Datacenters
链接: https://dl.acm.org/doi/10.1145/3544216.3544252
(8) [CCR 21] Distrinet: A Mininet Implementation for the Cloud
链接: https://dl.acm.org/doi/10.1145/3457175.3457177
(9) [NetSoft 18] Containernet 2.0: A Rapid Prototyping Platform for Hybrid Service Function Chains
链接: https://ieeexplore.ieee.org/document/8459905
(10) [NSDI 23] Parsimon: Scalable Tail Latency Estimation for Data Center Networks
链接: https://www.usenix.org/conference/nsdi23/presentation/zhao-kevin
(11) [CoNEXT 25] SplitSim: Large-Scale Simulations for Evaluating Network Systems Research
链接: https://dl.acm.org/doi/10.1145/3768999
(12) [HotNets 10] Mininet: A Network in a Laptop - Rapid Prototyping for Software-Defined Networks
链接: https://dl.acm.org/doi/10.1145/1868447.1868466
网络方向 (Mobile/Cellular/LEO)¶
(1) [NSDI 25] CellReplay: Towards Accurate Record-and-Replay for Cellular Networks
链接: https://www.usenix.org/conference/nsdi25/presentation/sentosa
(2) [NSDI 23] StarryNet: Empowering Researchers to Evaluate Futuristic Integrated Space and Terrestrial Networks
链接: https://www.usenix.org/conference/nsdi23/presentation/lai-zeqi
(3) [APNet 24] OpenSN: An Open Source Library for Emulating LEO Satellite Networks
链接: https://conferences.sigcomm.org/events/apnet2024/papers/OpenSNAnOpenSourceLibraryforEmulatingLEOSatelliteNetworks.pdf
(4) [IMC 20] Exploring the "Internet from Space" with Hypatia
链接: https://dl.acm.org/doi/10.1145/3419394.3423635
(5) [arXiv 24] xeoverse: Real-Time Simulation Framework for LEO Satellite Networks
链接: https://arxiv.org/abs/2406.11366
(6) [IEEE Access 21] Scalable Real-Time Emulation of 5G Networks with Simu5G
链接: https://ieeexplore.ieee.org/document/9591605
(7) [NSDI 23] DChannel: Accelerating Mobile Applications with Parallel High-bandwidth and Low-latency Channels
链接: https://www.usenix.org/conference/nsdi23/presentation/sentosa
(8) [ICNP 20] StarPerf: Characterizing Network Performance for Emerging Mega-Constellations
链接: https://ieeexplore.ieee.org/document/9259357
(9) [INFOCOM 23] StarCure: Achieving Resilient and Performance-Guaranteed Routing in Space-Terrestrial Integrated Networks
链接: https://ieeexplore.ieee.org/document/10229104
(10) [NSDI 22] cISP: A Speed-of-Light Internet Service Provider
链接: https://www.usenix.org/conference/nsdi22/presentation/bhattacherjee
(11) [APNet 25] APSimAI: Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization
链接: https://arxiv.org/pdf/2506.02787
(12) [IEEE Access 21] ns-3-leo: Evaluation Tool for Satellite Swarm Communication Protocols
链接: https://ieeexplore.ieee.org/document/9693958