Journal of Jilin University (Information Science Edition) ›› 2019, Vol. 37 ›› Issue (3): 245-252.

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Two-Stage Multi-Application Resource Allocation Algorithm in Mobile Edge Computing#br#

LI Ling,GU Lin   

  1. College of Communication Engineering,Jilin University,Changchun 130012,China
  • Received:2019-01-23 Online:2019-05-20 Published:2019-06-21

Abstract: During the process of applications deploying their VRCs( Virtual Machine Replica Copies) resources on base stations and edge servers side in MEC ( Mobile Edge Computing) ,deployment strategy that unreasonably considers the user request distribution,and the matching between different applications resource request and edge servers' capacity will lead to a large amount of data traffic,network resource consumption and service delay. In order to solve this problem,a two-stage multi-application multi-VRC allocation algorithm is proposed: VRC block combination and VRC block allocation. The VRC block combination algorithm maximizes the quantity of highquality VRC blocks and the swap matching-based VRC block allocation algorithm minimizes the average data traffic. Experiments show that our algorithms can reasonably allocate VRC,achieve the result that a 62. 8% reduction in data traffic through iteration,and provide effective support for the provision of multi-application services in the edge network.

Key words: mobile edge computing, virtual machine replica copy, multiple applications, average data traffic, placement policy

CLC Number: 

  • TP393