GithubHelp home page GithubHelp logo

msbaz2013 / omnireduce Goto Github PK

View Code? Open in Web Editor NEW

This project forked from sands-lab/omnireduce

0.0 0.0 0.0 115 KB

Shell 1.37% C++ 91.03% Python 1.92% C 0.36% Cuda 0.31% Makefile 1.25% CMake 1.25% Dockerfile 2.52%

omnireduce's Introduction

OmniReduce

OmniReduce is an efficient sparse collective communication library. It maximizes effective bandwidth use by exploiting the sparsity of data.

For clusters without RDMA support, OmniReduce uses Intel DPDK for kernel bypass. GPUDirect can also be used where available.

Contents

  • omnireduce-DPDK: source code of DPDK-based OmniReduce
  • omnireduce-RDMA: source code of RDMA-based OmniReduce
  • experiments: micro-benchmark and end-to-end scripts

Publications

OmniReduce accepted at SIGCOMM’21.

omnireduce's People

Contributors

chenyuho avatar phlix1 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.