SymbioticLab

FedScale

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

Infiniswap

Infiniswap enables unmodified applications to efficiently use disaggregated memory.

Tiresias

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

Salus

Fine-grained GPU sharing primitives

Oort

Oort: Efficient Federated Learning via Guided Participant Selection

Oobleck

A resilient distributed training framework

Leap

Prefetching and efficient data path for memory disaggregation

Justitia

Justitia provides RDMA isolation between applications with diverse requirements.

ModelKeeper

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

Hydra

Hydra adds resilience and high availability to remote memory solutions.

Sol

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

Kayak

Proactive-adaptive arbitration between shipping compute and shipping data

Aequitas

Aequitas enables RPC-level QoS in datacenter networks.

Fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

tensorflow-salus

tensorflow fork with Salus integration

SymbioticLab.github.io

SymbioticLab website

Big-Data-Benchmark-for-Big-Bench

Big Bench Workload Development

Memtrade

rdmaMQ

Venn

[MLSys' 25] Resource Management Across Federated Learning Jobs

NetworkStackTesting

Network testing with boost Asio, DPDK and possibly other technologies

gaia-lib

.github

gaia-framework

gaiasim

Emulator/Simulator of Gaia/Terra

hadoop-3.0.0-beta1-gaia

hive-testbench

Testbench for experimenting with Apache Hive at any data scale.

lipwig

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

papercite

Bibtex plugin for wordpress

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration