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@SymbioticLab SymbioticLab

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    33 repositories

    • SymbioticLab.github.io

      Public
      SymbioticLab website
      hexo
      hexo
      TeX
      •
      Apache License 2.0
      •21•5•8•0•Updated Aug 22, 2026Aug 22, 2026

    • Oobleck

      Public
      A resilient distributed training framework
      Python
      •
      Apache License 2.0
      •12•100•3•0•Updated Jul 24, 2026Jul 24, 2026

    • Branch-and-Browse

      Public
      An efficient web agent framework
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Jul 3, 2026Jul 3, 2026

    • Mordal

      Public
      An efficient vision language model search framework
      Python
      •
      Apache License 2.0
      •0•2•0•0•Updated Apr 23, 2026Apr 23, 2026

    • Salus

      Public
      Fine-grained GPU sharing primitives
      Python
      •
      Apache License 2.0
      •18•150•2•0•Updated Jul 28, 2025Jul 28, 2025

    • Venn

      Public
      [MLSys' 25] Resource Management Across Collaborative Learning Jobs
      Python
      •
      MIT License
      •0•4•0•0•Updated May 6, 2025May 6, 2025

    • .github

      Public
      1•0•0•0•Updated May 2, 2025May 2, 2025

    • FedScale

      Public
      FedScale is a scalable and extensible open-source federated learning (FL) platform.
      benchmarkmachine-learningdeep-learning
      benchmarkmachine-learningdeep-learningdeploymenttensorflowpytorchdistributeddatasetosdiicml
      Python
      •
      Apache License 2.0
      •121•420•43•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
      machine-learningcloud-computingnsdifederated-learningmachine-learning-systems
      Python
      •5•36•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•17•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
      •9•43•2•0•Updated May 25, 2022May 25, 2022

    • Hydra

      Public
      Hydra adds resilience and high availability to remote memory solutions.
      C
      •6•33•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
      •4•12•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•4•0•0•Updated Oct 27, 2021Oct 27, 2021

    • Oort

      Public
      Oort: Efficient Federated Learning via Guided Participant Selection
      federated-learningmachine-learning-systems
      federated-learningmachine-learning-systems
      Python
      •
      Apache License 2.0
      •28•138•1•0•Updated Oct 27, 2021Oct 27, 2021

    • Kayak

      Public
      Proactive-adaptive arbitration between shipping compute and shipping data
      Rust
      •8•18•2•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
      big-dataspark
      Scala
      •
      Apache License 2.0
      •7•25•0•0•Updated Apr 26, 2021Apr 26, 2021

    • Infiniswap

      Public
      Infiniswap enables unmodified applications to efficiently use disaggregated memory.
      rdmamemory-disaggregation
      rdmamemory-disaggregation
      C
      •53•258•15•2•Updated Sep 26, 2020Sep 26, 2020

    • Leap

      Public
      Prefetching and efficient data path for memory disaggregation
      C
      •
      Other
      •24•70•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
      •50•166•4•0•Updated May 7, 2020May 7, 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
      •48•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
      •29k•0•0•0•Updated Sep 19, 2018Sep 19, 2018

    • hive-testbench

      Public
      Testbench for experimenting with Apache Hive at any data scale.
      Python
      •188•0•0•0•Updated Jun 30, 2018Jun 30, 2018
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