Published April 1, 2021 | Version v1
Journal article

Computation Offloading Strategy Based on Improved Auction Model in Mobile Edge Computing Network

Creators

  • 1. School of Software, Jiangxi Normal University, Nanchang (China)

Description

In order to solve the problem of computing power or low energy of users, and to make better use of the idle resources of surrounding mobile devices, the use of D2D direct communication to perform collaborative computing with surrounding mobile devices is an important way to improve resource utilization and reduce local execution energy consumption and delay. To this end, we propose a D2D computing task offloading strategy based on the auction model. Firstly, the requesting device detects the surrounding idle mobile device resources through D2D communication technology, and constructs a communicated topology diagram of the requesting device and the service device. Then, the auction model is used to solve the computing task migration problem of multi-user and multi-service nodes in D2D. At the same time, the offloading problem is converted into an auction model and the task price model is also reasonably defined through comprehensively considering task energy consumption and time delay. The simulation results show that compared with the traditional migration strategy based on communication rate and computing power, the offloading strategy based on the auction model has achieved good results in terms of energy consumption, delay and failure rate. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1742-6596/1852/4/042047

Additional details

Publishing Information

Journal Title
Journal of Physics. Conference Series (Online)
Journal Volume
1852
Journal Issue
4
Journal Page Range
[6 p.]
ISSN
1742-6596

Conference

Title
International Conference on Artificial Intelligence, Computer Networks and Communications
Acronym
AICNC 2020
Dates
27-30 Dec 2020
Place
Lijiang, Yunnan (China)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
54097016
Subject category
S42: ENGINEERING; S32: ENERGY CONSERVATION, CONSUMPTION, AND UTILIZATION;
Resource subtype / Literary indicator
Conference
Descriptors DEI
CALCULATION METHODS; COMPUTERIZED SIMULATION; ENERGY CONSUMPTION; TIME DELAY; TOPOLOGY
Descriptors DEC
MATHEMATICS; SIMULATION