Alternatives and similar repositories for ml-systems

Users that are interested in ml-systems are comparing it to the libraries listed below

• NetExperimentEasy / DDCC
  ☆20Updated last year
• zhuangwang93 / Cupcake
  Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)
  ☆9Updated 2 years ago
• netiken / m4
  [TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li, Anton A. Zabreyko, Arash Nasr-Esfahany, Kevin Zhao, Prateesh Goyal, Mo…
  ☆15Updated last week
• netiken / m3
  [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…
  ☆24Updated 10 months ago
• VITA-Group / SymbolicPCC
  📜 [NeurIPS 2022] "Symbolic Distillation for Learned TCP Congestion Control", S P Sharan, Wenqing Zheng, Kuo-Feng Hsu, Jiarong Xing, Ang …
  ☆15Updated 2 years ago
• in-ATP / ATP-BytePS
  ATP in BytePS integration
  ☆7Updated 3 years ago
• Per-Packet-AI / Caravan-Artifact-OSDI24
  ☆17Updated last year
• Siddhant-Ray / Network-Traffic-Transformer
  Network Traffic Transformer to learn network dynamics from packet traces. Learn fundamental dynamics with pre-training and fine-tune to m…
  ☆22Updated last year
• eniac / Speedlight
  Source code for Speedlight, a system for Synchronized Network Snapshots
  ☆10Updated 4 years ago
• CSU-NetLab / A2TP-Eurosys2023
  ☆10Updated 2 years ago
• CausalSim / Unbiased-Trace-Driven-Simulation
  ☆37Updated 2 years ago
• In-Network-Machine-Learning / QCMP
  ☆15Updated last year
• N2-Sys / PR-Sketch
  ☆9Updated 4 years ago
• NASA-NJU / PrioPlus
  ☆15Updated 4 months ago
• PredWanTE / DOTE
  ☆25Updated 2 years ago
• WhiRLVerification / WhiRL
  ☆12Updated 4 years ago
• microsoft / SwitchML
  Switch-based Training Acceleration for Machine Learning (SwitchML)
  ☆16Updated 4 years ago
• venkatarun95 / ccac
  Automated tool to formally verify congestion control algorithms and find bugs in them
  ☆26Updated 2 years ago
• hipersys-team / arrow
  [SIGCOMM 2021] ARROW: Restoration-Aware Traffic Engineering
  ☆14Updated 3 years ago
• harnets / multiverse
  GPU-accelerated LLM Training Simulator
  ☆11Updated last month
• qiaokang92 / poise
  Poise source code repo
  ☆12Updated 4 years ago
• Froot-NetSys / OctoSketch
  ☆10Updated last year
• 824728350 / Clara
  ☆18Updated 3 years ago
• FIGRET / figret
  Codebase for FIGRET (SIGCOMM 2024)
  ☆17Updated 10 months ago
• Huangxy-Minel / System-Design-for-Federated-Learning
  Paper list of federated learning: About system design
  ☆13Updated 3 years ago
• HKUST-SING / astraea
  Astraea: Towards Fair and Efficient Learning-based Congestion Control (EuroSys 2024)
  ☆7Updated 8 months ago
• zhuangwang93 / Espresso
  Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…
  ☆15Updated last year
• S-Lab-System-Group / Primo
  Primo: Practical Learning-Augmented Systems with Interpretable Models
  ☆19Updated last year
• microsoft / TE-CCL
  ☆37Updated 11 months ago
• wangshicheng1225 / LoRDMA
  ☆10Updated last year