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Author:

Sun, Yang (Sun, Yang.) | Li, Huixin (Li, Huixin.) | Wei, Tingting (Wei, Tingting.) | Zhang, Yanhua (Zhang, Yanhua.) (Scholars:张延华) | Wang, Zhuwei (Wang, Zhuwei.) | Wu, Wenjun (Wu, Wenjun.) | Fang, Chao (Fang, Chao.)

Indexed by:

CPCI-S EI Scopus

Abstract:

With continuous emergence of the new mobile applications, multi-access edge computing (MEC) is generally regarded as a promising technology to enable the computing-intensive and delay-sensitive services at the mobile devices by pushing more computing resources to the network edge. However, computation offloading, which has been a hot topic for MEC networks, is still facing the challenges due to the diversified task characteristics of the new mobile applications and the multidimensional resource conditions of the MEC networks. In this paper, we take the time-dependent logic characteristics of the tasks into consideration and propose a more flexible computation offloading and task scheduling strategy based on the multi-connectivity technology to further minimize the MEC network cost. We model our problem as a multi-objective optimization problem and propose a genetic algorithm-based flexible computation offloading and task scheduling algorithm (GA-FCOTS) to search for the optimal solution iteratively. Simulation results verify the convergence of the proposed algorithm, and show that the proposed algorithm can balance multiple performances and reduce the network cost effectively compared with the other baseline schemes.

Keyword:

computation offloading task scheduling Multi-access edge computing genetic algorithm

Author Community:

  • [ 1 ] [Sun, Yang]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 2 ] [Li, Huixin]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 3 ] [Wei, Tingting]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 4 ] [Zhang, Yanhua]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 5 ] [Wang, Zhuwei]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 6 ] [Wu, Wenjun]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China
  • [ 7 ] [Fang, Chao]Beijing Univ Technol, Fac Informat Technol, Beijing, Peoples R China

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Source :

24TH INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC 2021): PAVING THE WAY FOR DIGITAL AND WIRELESS TRANSFORMATION

ISSN: 1347-6890

Year: 2021

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 4

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 10

Affiliated Colleges:

Online/Total:511/10592017
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