symbioticlab Goto Github PK

.github

aequitas

Aequitas enables RPC-level QoS in datacenter networks.

big-data-benchmark-for-big-bench

Big Bench Workload Development

fedscale

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

fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

frdma_benchmark

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.

hydra

Hydra adds resilience and high availability to remote memory solutions.

infiniswap

Infiniswap enables unmodified applications to efficiently use disaggregated memory.

justitia

Justitia provides RDMA isolation between applications with diverse requirements.

kayak

Proactive-adaptive arbitration between shipping compute and shipping data

leap

Prefetching and efficient data path for memory disaggregation

lipwig

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

memtrade

modelkeeper

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

networkstacktesting

Network testing with boost Asio, DPDK and possibly other technologies

oobleck

A resilient distributed training framework

oort

Oort: Efficient Federated Learning via Guided Participant Selection

papercite

Bibtex plugin for wordpress

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

rdmamq

salus

Fine-grained GPU sharing primitives

sol

A Federated Execution Engine for Fast Distributed Computation Over Slow Networks

symbioticlab.github.io

SymbioticLab website

tensorflow-salus

tensorflow fork with Salus integration

tiresias

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