Repositories list

• SymbioticLab.github.io

  Public
  SymbioticLab website

  hexo

  TeX

  •

  Apache License 2.0

  •18•6•6•2•Updated Nov 16, 2024Nov 16, 2024

• Oobleck

  Public
  A resilient distributed training framework

  Python

  •

  Apache License 2.0

  •5•85•2•0•Updated Apr 11, 2024Apr 11, 2024

• .github

  Public
  Python

  •1•0•0•0•Updated Feb 23, 2024Feb 23, 2024

• FedScale

  Public
  FedScale is a scalable and extensible open-source federated learning (FL) platform.

  benchmarkdeploymenttensorflow+ 9distributeddatasetosdiicmlfederated-learningmlsysmachine-learning+ 2

  Python

  •

  Apache License 2.0

  •119•388•41•2•Updated Dec 18, 2023Dec 18, 2023

• gaia-lib

  Public
  Java

  •0•0•0•1•Updated Jul 5, 2023Jul 5, 2023

• ModelKeeper

  Public
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup

  machine-learningcloud-computingnsdi+ 2federated-learningmachine-learning-systems

  Python

  •5•34•0•0•Updated Jan 9, 2023Jan 9, 2023

• Aequitas

  Public
  Aequitas enables RPC-level QoS in datacenter networks.

  C++

  •

  BSD 3-Clause "New" or "Revised" License

  •2•16•0•0•Updated Jul 19, 2022Jul 19, 2022

• hadoop-3.0.0-beta1-gaia

  Public
  Java

  •

  Apache License 2.0

  •0•0•0•4•Updated Jul 6, 2022Jul 6, 2022

• Justitia

  Public
  Justitia provides RDMA isolation between applications with diverse requirements.

  C

  •

  BSD 3-Clause "New" or "Revised" License

  •7•38•2•0•Updated May 25, 2022May 25, 2022

• Hydra

  Public
  Hydra adds resilience and high availability to remote memory solutions.

  C

  •4•30•0•0•Updated Feb 22, 2022Feb 22, 2022

• Fluid

  Public
  A Generic Resource-Aware Hyperparameter Tuning Execution Engine

  Python

  •

  Apache License 2.0

  •3•15•1•0•Updated Jan 8, 2022Jan 8, 2022

• tensorflow-salus

  Public
  tensorflow fork with Salus integration

  C++

  •

  Apache License 2.0

  •5•11•0•0•Updated Jan 7, 2022Jan 7, 2022

• gaia-framework

  Public
  Java

  •0•0•0•2•Updated Dec 14, 2021Dec 14, 2021

• Memtrade

  Public
  C

  •2•3•0•0•Updated Oct 27, 2021Oct 27, 2021

• Oort

  Public
  Oort: Efficient Federated Learning via Guided Participant Selection

  federated-learningmachine-learning-systems

  Python

  •

  Apache License 2.0

  •25•124•1•0•Updated Oct 27, 2021Oct 27, 2021

• Kayak

  Public
  Proactive-adaptive arbitration between shipping compute and shipping data

  Rust

  •5•18•1•0•Updated Jul 8, 2021Jul 8, 2021

• gaiasim

  Public
  Emulator/Simulator of Gaia/Terra

  Java

  •0•0•0•0•Updated Jun 3, 2021Jun 3, 2021

• Sol

  Public
  A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

  big-dataspark

  Scala

  •

  Apache License 2.0

  •7•26•0•0•Updated Apr 26, 2021Apr 26, 2021

• Infiniswap

  Public
  Infiniswap enables unmodified applications to efficiently use disaggregated memory.

  rdmamemory-disaggregation

  C

  •49•242•15•2•Updated Sep 26, 2020Sep 26, 2020

• Leap

  Public
  Prefetching and efficient data path for memory disaggregation

  C

  •

  Other

  •21•63•4•0•Updated Jul 16, 2020Jul 16, 2020

• Tiresias

  Public
  Tiresias is a GPU cluster manager for distributed deep learning training.

  Python

  •

  Apache License 2.0

  •48•149•4•0•Updated May 7, 2020May 7, 2020

• Salus

  Public
  Fine-grained GPU sharing primitives

  Jupyter Notebook

  •

  Apache License 2.0

  •19•140•2•0•Updated Mar 13, 2020Mar 13, 2020

• NetworkStackTesting

  Public
  Network testing with boost Asio, DPDK and possibly other technologies

  C

  •2•1•0•0•Updated Apr 14, 2019Apr 14, 2019

• papercite

  Public
  Bibtex plugin for wordpress

  PHP

  •

  GNU General Public License v2.0

  •47•0•0•0•Updated Jan 2, 2019Jan 2, 2019

• rdmaMQ

  Public
  C++

  •1•3•0•0•Updated Dec 10, 2018Dec 10, 2018

• pytorch

  Public
  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  C++

  •

  Other

  •23k•0•0•0•Updated Sep 19, 2018Sep 19, 2018

• hive-testbench

  Public
  Testbench for experimenting with Apache Hive at any data scale.

  Python

  •195•0•0•0•Updated Jun 30, 2018Jun 30, 2018

• lipwig

  Public
  A slightly moist lipstick-on-pig clone for Apache Hive

  Python

  •20•0•0•0•Updated Mar 9, 2018Mar 9, 2018

• Big-Data-Benchmark-for-Big-Bench

  Public
  Big Bench Workload Development

  Shell

  •

  Other

  •72•3•0•0•Updated Feb 12, 2018Feb 12, 2018

• frdma_benchmark

  Public
  C

  •2•6•0•0•Updated Jun 11, 2017Jun 11, 2017