Alternatives and similar repositories for SysML-reading-list

Users that are interested in SysML-reading-list are comparing it to the libraries listed below

• ucbrise / cs294-ai-sys-sp19
  CS294; AI For Systems and Systems For AI
  ☆225Updated 6 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆146Updated 3 months ago
• bharathgs / Awesome-Distributed-Deep-Learning
  A curated list of awesome Distributed Deep Learning resources.
  ☆431Updated last year
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆126Updated 3 years ago
• mosharaf / eecs598
  Advanced Topics on Systems for X
  ☆280Updated last year
• msr-fiddle / pipedream
  ☆392Updated 2 years ago
• guanh01 / CS692-mlsys
  This is the (evolving) reading list for the seminar.
  ☆60Updated 4 years ago
• uwsampl / nexus
  ☆83Updated 4 months ago
• petuum / autodist
  Simple Distributed Deep Learning on TensorFlow
  ☆134Updated 4 months ago
• tbd-ai / tbd-suite
  ☆47Updated 2 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆92Updated last year
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated 2 years ago
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆163Updated 5 years ago
• anandj91 / p3
  ☆21Updated 2 years ago
• TalwalkarLab / paleo
  An analytical performance modeling tool for deep neural networks.
  ☆91Updated 5 years ago
• lsds / Crossbow
  Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes
  ☆56Updated 3 years ago
• harvard-acc / DeepRecSys
  http://vlsiarch.eecs.harvard.edu/research/recommendation/
  ☆135Updated 3 years ago
• lsds / KungFu
  Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.
  ☆298Updated last year
• dlsys-course / tinyflow
  Tutorial code on how to build your own Deep Learning System in 2k Lines
  ☆124Updated 8 years ago
• xldrx / tictac
  ☆22Updated 6 years ago
• kzhang28 / Optimus
  An Efficient Dynamic Resource Scheduler for Deep Learning Clusters
  ☆42Updated 8 years ago
• AlibabaPAI / DAPPLE
  An Efficient Pipelined Data Parallel Approach for Training Large Model
  ☆76Updated 4 years ago
• petuum / adaptdl
  Resource-adaptive cluster scheduler for deep learning training.
  ☆448Updated 2 years ago
• kanonjz / paper
  Machine Learning System
  ☆14Updated 5 years ago
• CGCL-codes / Tensorflow-RDMA
  Tensorflow is a computational library using data flow graphs for scalable machine learning, and Tensorflow-RDMA is the implementation ov…
  ☆58Updated 2 years ago
• facebookresearch / param
  PArametrized Recommendation and Ai Model benchmark is a repository for development of numerous uBenchmarks as well as end to end nets for…
  ☆153Updated 2 weeks ago
• NVIDIA-Merlin / HierarchicalKV
  HierarchicalKV is a part of NVIDIA Merlin and provides hierarchical key-value storage to meet RecSys requirements. The key capability of…
  ☆175Updated this week
• uclasystem / dorylus
  Dorylus: Affordable, Scalable, and Accurate GNN Training
  ☆76Updated 4 years ago
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆62Updated 2 years ago
• GHGmc2 / awesome-ml-infra
  Building Machine Learning Infrastructure!
  ☆45Updated 6 years ago