Presentation 2023-03-26
Load Balancing Approach for M/M/1 Cloudlet Model using Non-Cooperative Game Theory
Yuki Yokota, Sumiko Miyata,
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Abstract(in Japanese) (See Japanese page)
Abstract(in English) Cloudlet is a computer group which exists within the same Local Area Network, and can be accessed by 1 hop by all the users connected to the network. Compared to the usual Edge Computing system in which the servers are located on base stations Cloudlets enable real-time communication with less network delay, but on the other hand the lack of computational ability is another problem to be solved. One existing research considers the offloading of jobs between Cloudlets to reduce the variance of workload, while limiting the total latency of each Cloudlet below acceptable latency. However, the total latency is dependent on the fraction of offloading jobs which makes the results unfair to all the jobs in the system. Therefore, this paper will consider to limit the latency of each fraction of offloading jobs by the acceptable latency and evaluate the effectiveness of the load balancing model by comparing the difference in utilization between cloudlets.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Cloud Computing / Cloudlet / Offloading / Acceptable Latency / Non-Cooperative Game Theory
Paper # CCS2022-65
Date of Issue 2023-03-19 (CCS)

Conference Information
Committee CCS
Conference Date 2023/3/26(2days)
Place (in Japanese) (See Japanese page)
Place (in English) RUSUTSU RESORT
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair Megumi Akai(Hokkaido Univ.)
Vice Chair Hidehiro Nakano(Tokyo City Univ.) / Masaki Aida(TMU)
Secretary Hidehiro Nakano(Shibaura Inst. of Tech.) / Masaki Aida(Mie Univ.)
Assistant Hiroyuki Yasuda(Univ. of Tokyo) / Hiroyasu Ando(Tsukuba Univ.) / Tomoyuki Sasaki(Shonan Inst. of Tech.) / Miki Kobayashi(Rissho Univ.)

Paper Information
Registration To Technical Committee on Complex Communication Sciences
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Load Balancing Approach for M/M/1 Cloudlet Model using Non-Cooperative Game Theory
Sub Title (in English)
Keyword(1) Cloud Computing
Keyword(2) Cloudlet
Keyword(3) Offloading
Keyword(4) Acceptable Latency
Keyword(5) Non-Cooperative Game Theory
1st Author's Name Yuki Yokota
1st Author's Affiliation Shibaura Institute of Technology(SIT)
2nd Author's Name Sumiko Miyata
2nd Author's Affiliation Shibaura Institute of Technology(SIT)
Date 2023-03-26
Paper # CCS2022-65
Volume (vol) vol.122
Number (no) CCS-453
Page pp.pp.13-18(CCS),
#Pages 6
Date of Issue 2023-03-19 (CCS)