Giter VIP home page Giter VIP logo

dsra-dcos's Introduction

Data Science Research Architecture, Data Center OS

Overview

The newest version of the DSRA migrates the system to a Mesos-centric architecture. It provides significant distributed processing capabilities out of the box, supporting a variety of distributed frameworks. The distributed processing architecture has been abstracted for Engineers to develop their own frameworks in a wide-range of programming languages, including Java, Python, Ruby, C, and Go. Additional system information and examples are detailed in the wiki.

Future Releases

Mesos also supports deploying applications as Docker containers. Long running processes are managed by Marathon, which can run commands across the Mesos cluster, containers deployed from public repoitories, like DockerHub, or it can use an organization's private Docker registry.

Distributed storage is supported in the first software release, utilizing HDFS.

Future releases and updates will focus on adding more software capabilities, to include, but not limited too, the following:

  • ElasticSearch
  • Kafka
  • HBase
  • Myriad/Yarn
  • Mongo
  • HDFS (Federated)
  • Security

License

DSRA DCOS is licensed under the Apache 2 License

dsra-dcos's People

Contributors

aglahe avatar parker20121 avatar ericwlange avatar ericwhyne avatar vlall avatar

Watchers

James Cloos avatar  avatar  avatar

Forkers

msgpo

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.