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.

Hydra

Hydra adds resilience and high availability to remote memory solutions.

ModelKeeper

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

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

frdma_benchmark

SymbioticLab.github.io

SymbioticLab website

Memtrade

rdmaMQ

Big-Data-Benchmark-for-Big-Bench

Big Bench Workload Development

NetworkStackTesting

Network testing with boost Asio, DPDK and possibly other technologies

.github

gaia-framework

gaia-lib

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