Giter Club home page Giter Club logo

efcastillo7 / intelligentprobing Goto Github PK

View Code? Open in Web Editor NEW
9.0 1.0 3.0 21 MB

IntelligentProbing is based on the Knowledge-Defined Networking (KDN) \cite{mestres_2017:KDN} paradigm that allows to apply Machine Learning (ML) techniques in SDN. We argue that an ML-based optimization of probing frequency can keep monitoring overhead within a target value while minimizing performance degradation and providing high monitoring accuracy.

Python 50.57% Shell 0.09% HTML 41.18% TeX 8.02% Logos 0.02% Roff 0.12%

intelligentprobing's Introduction

Intelligent Probing - IPro

IPro is based on the Knowledge-Defined Networking (KDN) \cite{mestres_2017:KDN} paradigm that allows to apply Machine Learning (ML) techniques in SDN. We argue that an ML-based optimization of probing frequency can keep monitoring overhead within a target value while minimizing performance degradation and providing high monitoring accuracy.

intelligentprobing's People

Contributors

efcastillo7 avatar efcastillo10 avatar

Stargazers

avatar Bastien Veuthey avatar avatar avatar avatar avatar Liupengcheng142 avatar avatar huoliuwei avatar

Watchers

avatar

Forkers

cnetboy rubiruchi marvin-wen

intelligentprobing's Issues

Requesting further documentation to run this project

Able to run the files independently. Please provide detailed documentation to run this project. I'm able to run the files independently, but I'm not sure how to check the stats. eg :

management_plane/measure.py - Stuck at filling tables. Maybe this needs some additional scripts to be running ?

knowledge_plane/building_env.py - This prints out total_reward -> ... but what is the significance of this ?

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.