| 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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| PDF Download Page |  PDF download Page Link |
| 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 |
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| 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 |
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| 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) |