Code Monkey home page Code Monkey logo

cloud-computing-task-scheduling's Introduction

Cloud-Computing-Task-Scheduling

This is the UBC EECE571K 'Security and Reliability for the Internet of Things (IoT)' course project. The project's topic is: "Cloud Computing Task Scheduling in IoT Based on Ant Colony Optimization".

Cloud computing is the mainstream development tool of distributed computing, parallel computing and grid computing. One of the fundamental issues in this computing platform is related to massive task scheduling. An efficient task scheduling algorithm should adapt to different input tasks and cloud computing environment. In this paper, we make task scheduling makespan performance comparison between First Come First Served (FCFS), basic Ant Colony Optimization (ACO) algorithm and one improved load balancing ACO algorithm. Algorithms have been simulated on CloudSim cloud computing simulation toolkit. The characteristics of scalability, reliability, availability and latency will also be evaluated in the experiments.

Environments: Coding in 'Eclipse' with Java

CloudSim: http://www.cloudbus.org/cloudsim/

cloud-computing-task-scheduling's People

Contributors

gavintian1991 avatar

Stargazers

wangtieta avatar Yi Xuehan avatar

Watchers

James Cloos avatar  avatar

cloud-computing-task-scheduling's Issues

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.