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Adaptive task offloading over wireless in mobile edge computing

Published: 07 November 2019 Publication History

Abstract

In energy-aware mobile edge computing systems, offloading real-time application tasks to remote edge nodes may become counter-productive as frequent fluctuations in wireless channels that are used for task offloading cause overall task execution time to increase. In this paper, we propose an adaptive task offloading algorithm to optimize and balance energy consumption at end-devices and overall task execution time.

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Cited By

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  • (2024)Computing Resource Allocation Model Based on Local Device Power in MEC2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)10.1109/IAEAC59436.2024.10503633(81-85)Online publication date: 15-Mar-2024
  • (2024)Application Research of Edge Computing in Airborne Networks AlgorithmProceedings of 2023 7th Chinese Conference on Swarm Intelligence and Cooperative Control10.1007/978-981-97-3332-3_40(448-457)Online publication date: 18-Jun-2024
  • (2023)Proactive Self-Healing Approaches in Mobile Edge Computing: A Systematic Literature ReviewComputers10.3390/computers1203006312:3(63)Online publication date: 13-Mar-2023
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Published In

cover image ACM Conferences
SEC '19: Proceedings of the 4th ACM/IEEE Symposium on Edge Computing
November 2019
455 pages
ISBN:9781450367332
DOI:10.1145/3318216
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 November 2019

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Author Tags

  1. energy efficiency
  2. mobile edge computing
  3. real-time applications
  4. task offloading
  5. wireless spectrum

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SEC '19
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SEC '19: The Fourth ACM/IEEE Symposium on Edge Computing
November 7 - 9, 2019
Virginia, Arlington

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SEC '19 Paper Acceptance Rate 20 of 59 submissions, 34%;
Overall Acceptance Rate 40 of 100 submissions, 40%

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Cited By

View all
  • (2024)Computing Resource Allocation Model Based on Local Device Power in MEC2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)10.1109/IAEAC59436.2024.10503633(81-85)Online publication date: 15-Mar-2024
  • (2024)Application Research of Edge Computing in Airborne Networks AlgorithmProceedings of 2023 7th Chinese Conference on Swarm Intelligence and Cooperative Control10.1007/978-981-97-3332-3_40(448-457)Online publication date: 18-Jun-2024
  • (2023)Proactive Self-Healing Approaches in Mobile Edge Computing: A Systematic Literature ReviewComputers10.3390/computers1203006312:3(63)Online publication date: 13-Mar-2023
  • (2023)A Hybrid Workflow Offloading Scheme Based on the IIOT2023 42nd Chinese Control Conference (CCC)10.23919/CCC58697.2023.10240553(2504-2509)Online publication date: 24-Jul-2023
  • (2023)Resource Management in Mobile Edge Computing: A Comprehensive SurveyACM Computing Surveys10.1145/358963955:13s(1-37)Online publication date: 13-Jul-2023
  • (2022)An Accurate Model for Computation Offloading in 6G Networks and a HAPS-Based Case StudyIEEE Open Journal of the Communications Society10.1109/OJCOMS.2022.32174473(1963-1977)Online publication date: 2022
  • (2022)The deployment of smart sharing stadium based on 5G and mobile edge computingWireless Networks10.1007/s11276-021-02855-0Online publication date: 15-Feb-2022
  • (2021)A Mobile Edge Computing Task Offloading Framework Based on Improved Beetle Antennae Search2021 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE)10.1109/RASSE53195.2021.9686928(1-6)Online publication date: 12-Dec-2021
  • (2020)DRL-Based Edge Computing Model to Offload the FIFA World Cup TrafficMobile Information Systems10.1155/2020/88256432020Online publication date: 19-Nov-2020
  • (2020)Reputation Based Attacker Identification Policy for Multi-Access Edge Computing in Internet of ThingsIEEE Transactions on Vehicular Technology10.1109/TVT.2020.304010569:12(15346-15356)Online publication date: Dec-2020
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