SymbioticLab

All

30 repositories

SymbioticLab.github.io
Public
SymbioticLab website
hexo
TeX
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Apache License 2.0
•18•6•6•2•Updated Nov 9, 2024Nov 9, 2024
Oobleck
Public
A resilient distributed training framework
Python
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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.
benchmark deployment tensorflow distributed dataset osdi icml federated-learning mlsys machine-learning
Python
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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-learning cloud-computing nsdi federated-learning machine-learning-systems
Python
•5•33•0•0•Updated Jan 9, 2023Jan 9, 2023
Aequitas
Public
Aequitas enables RPC-level QoS in datacenter networks.
C++
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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
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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
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Apache License 2.0
•3•15•1•0•Updated Jan 8, 2022Jan 8, 2022
tensorflow-salus
Public
tensorflow fork with Salus integration
C++
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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-learning machine-learning-systems
Python
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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-data spark
Scala
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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.
rdma memory-disaggregation
C
•49•242•15•2•Updated Sep 26, 2020Sep 26, 2020
Leap
Public
Prefetching and efficient data path for memory disaggregation
C
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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
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Apache License 2.0
•48•149•4•0•Updated May 7, 2020May 7, 2020
Salus
Public
Fine-grained GPU sharing primitives
Jupyter Notebook
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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
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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++
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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
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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