Energy-Optimal and Delay-Bounded Computation Offloading in Mobile Edge Computing with Heterogeneous Clouds

Project Code :TCPGJA559

Objective

The main objective of this project is “To minimize the total energy consumption of multiple mobile devices, subject to bounded-delay requirements of tasks.”

Abstract

Mobile Edge Computing (MEC), computation-intensive tasks are offloaded from mobile devices to cloud servers, and thus the energy consumption of mobile devices can be notably reduced. We have proposed task offloading in multi-user MEC systems with heterogeneous clouds, including edge clouds and remote clouds. Tasks are forwarded from mobile devices to edge clouds via wireless channels, and they can be further forwarded to remote clouds via the Internet. 

Mobile Edge Computing (MEC) is an emerging technology to offload applications with stringent delay requirements. In MEC systems, cloud servers are deployed at the edge of networks (e.g., base stations). To reduce the complexity, we propose an approximation algorithm with energy discretization, and its total energy consumption is proved to be within a bounded gap from the optimum.

KeywordsMobile edge computing, Heterogeneous clouds, Energy saving, Delay bounds, Dynamic programming.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

HARDWARE SYSTEM CONFIGURATION:

  • Processor- I3/Intel Processor
  • Ram- 4GB (min)
  • Hard Disk- 160GB

SOFTWARE SYSTEM CONFIGURATION:

  • Operating System: Windows 7/8/10
  • Application Server: Tomcat 9.0                     
  • Front End: HTML, JSP
  • Scripts: JavaScript.
  • Server side Script: Java Server Pages.
  • Database: My SQL 6.0
  • Database Connectivity: JDBC.

Learning Outcomes

  • What is mobile edge computing?
  • Understanding edge and remote clouds?
  • How to allocate the bandwidth and computational resources to the offloaded tasks?
  • What is resource allocation?
  • Energy-optimal offloading algorithm.
  • Use of dynamic programming.
  • Use of HTML and CSS on UI Designs.
  • Data Base Connections.
  • Data Parsing Front-End to Back-End.
  • Need of Eclipse-IDE to develop a web application.
  • Working Procedure.
  • Testing Techniques.
  • Error Correction mechanisms.
  • How to run and deploy the applications?
  • How project works.
  • Project Development Skills:
    • Problem analyzing skills.
    • Problem solving skills.
    • Creativity and imaginary skills.
    • Programming skills.
    • Deployment.
    • Testing skills.
    • Debugging skills.
    • Project presentation skills.
    • Thesis writing skills.

Demo Video

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