SymbioticLab

Ann Arbor, MI

Pinned Repositories

FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Language:Python400 11 93120
Hydra
Hydra adds resilience and high availability to remote memory solutions.
Language:C32 2 05
Infiniswap
Infiniswap enables unmodified applications to efficiently use disaggregated memory.
Language:C248 18 1750
Justitia
Justitia provides RDMA isolation between applications with diverse requirements.
Language:C39 2 37
Leap
Prefetching and efficient data path for memory disaggregation
Language:C68 3 424
ModelKeeper
A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
Language:Python35 3 15
Oobleck
A resilient distributed training framework
Language:Python95 3 109
Oort
Oort: Efficient Federated Learning via Guided Participant Selection
Language:Python128 4 526
Salus
Fine-grained GPU sharing primitives
Language:Python144 9 2818
Tiresias
Tiresias is a GPU cluster manager for distributed deep learning training.
Language:Python158 5 450

SymbioticLab's Repositories

SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Language:Python400 11 93120
SymbioticLab/Infiniswap
Infiniswap enables unmodified applications to efficiently use disaggregated memory.
Language:C248 18 1750
SymbioticLab/Tiresias
Tiresias is a GPU cluster manager for distributed deep learning training.
Language:Python158 5 450
SymbioticLab/Salus
Fine-grained GPU sharing primitives
Language:Python144 9 2818
SymbioticLab/Oort
Oort: Efficient Federated Learning via Guided Participant Selection
Language:Python128 4 526
SymbioticLab/Oobleck
A resilient distributed training framework
Language:Python95 3 109
SymbioticLab/Leap
Prefetching and efficient data path for memory disaggregation
Language:C68 3 424
SymbioticLab/Justitia
Justitia provides RDMA isolation between applications with diverse requirements.
Language:C39 2 37
SymbioticLab/ModelKeeper
A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
Language:Python35 3 15
SymbioticLab/Hydra
Hydra adds resilience and high availability to remote memory solutions.
Language:C32 2 05
SymbioticLab/Sol
A Federated Execution Engine for Fast Distributed Computation Over Slow Networks
Language:Scala26 5 07
SymbioticLab/Kayak
Proactive-adaptive arbitration between shipping compute and shipping data
Language:Rust18 1 26
SymbioticLab/Aequitas
Aequitas enables RPC-level QoS in datacenter networks.
Language:C++16 2 02
SymbioticLab/Fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
Language:Python15 3 23
SymbioticLab/tensorflow-salus
tensorflow fork with Salus integration
Language:C++12 5 34
SymbioticLab/SymbioticLab.github.io
SymbioticLab website
Language:TeX5 4 7919
SymbioticLab/Big-Data-Benchmark-for-Big-Bench
Big Bench Workload Development
Language:Shell4 3 01
SymbioticLab/Memtrade
Language:C4 4 02
SymbioticLab/Venn
[MLSys' 25] Resource Management Across Collaborative Learning Jobs
Language:Python4
SymbioticLab/rdmaMQ
Language:C++3 1 01
SymbioticLab/NetworkStackTesting
Network testing with boost Asio, DPDK and possibly other technologies
Language:C1 1 0
SymbioticLab/gaia-lib
Language:Java0 2 00
SymbioticLab/.github
Language:Python1 01
SymbioticLab/gaia-framework
Language:Java1 0
SymbioticLab/gaiasim
Emulator/Simulator of Gaia/Terra
Language:Java3 0
SymbioticLab/hadoop-3.0.0-beta1-gaia
Language:Java3 0
SymbioticLab/hive-testbench
Testbench for experimenting with Apache Hive at any data scale.
Language:Python3 0
SymbioticLab/lipwig
A slightly moist lipstick-on-pig clone for Apache Hive
Language:Python3 0
SymbioticLab/papercite
Bibtex plugin for wordpress
Language:PHP3 0
SymbioticLab/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:C++1 0