Code Monkey home page Code Monkey logo

DW Keith's Projects

tiktok-instagram-distributed_computing_bot icon tiktok-instagram-distributed_computing_bot

BoT (stands for Bag of Tasks) is an R package allowing to distribute independent tasks over many cores and many computing nodes. The simple fact that BoT is based on the process forking feature and task locking over file system makes BoT compatible with most of computing infrastructures (multicore, clusters, grids, clouds). Using BoT, each task is a set of parameters associated with a user-defined function built on an R process. Next step consists in forking this R process for each core of the computing node. Finally, the forked set of tasks is randomized and executed in a parallel way. When a task starts a distributed lock is taken. This avoids redundant task execution.

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.