| Presentation | 2023-01-26 Performance Evaluation of VM Placement Method Using Compressed Sensing-Based Traffic Estimator Ami Yamamoto, Kenta Yumoto, Takahiro Matsuda, Junichi Higuchi, Takeshi Kodama, Hitoshi Ueno, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In a cloud computing environment with networked Virtual Machines~(VMs) and networked physical hosts, we proposed a traffic estimation scheme based on compressed sensing~(CS), where traffic volumes between all pairs of VMs~(Virtual Machines) are estimated from transmitted and received traffic volumes of VMs. In this study, in order to avoid congestion at NICs~(Network Interface Cards) in physical hosts, we propose a VM placement scheme to assign a physical host to each VM according to estimated traffic volumes. In the proposed scheme, traffic volumes passing through NICs and within the physical hosts are calculated from estimated traffic volumes, and the optimal VM placement is determined by solving an optimization problem with these variances. We evaluate the performance of the proposed scheme with simulation experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Virtual Machine / Compressed Sensing / VM placement / Traffic Volume Estimation |
| Paper # | CQ2022-66 |
| Date of Issue | 2023-01-19 (CQ) |
| Conference Information | |
| Committee | CQ |
|---|---|
| Conference Date | 2023/1/26(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Epochal Tsukuba International Congress Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | AR/VR, Broadcasting Service, Video/Voice Services Quality, High Realistic, User Behavior/Psychology, User Experience, Media Quality, Network Quality and QoS Control, Networks and Communications at Disaster, Machine Learning, etc. |
| Chair | Jun Okamoto(NTT) |
| Vice Chair | Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) |
| Secretary | Takefumi Hiraguri(NTT) / Gou Hasegawa(Ritsumeikan Univ.) |
| Assistant | Kimiko Kawashima(NTT) / Ryo Nakamura(Fukuoka Univ.) / Toshiro Nakahira(NTT) / Kenta Tsukatsune(岡山理科大) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Performance Evaluation of VM Placement Method Using Compressed Sensing-Based Traffic Estimator |
| Sub Title (in English) | |
| Keyword(1) | Virtual Machine |
| Keyword(2) | Compressed Sensing |
| Keyword(3) | VM placement |
| Keyword(4) | Traffic Volume Estimation |
| 1st Author's Name | Ami Yamamoto |
| 1st Author's Affiliation | Tokyo Metropolitan University(TMU) |
| 2nd Author's Name | Kenta Yumoto |
| 2nd Author's Affiliation | Tokyo Metropolitan University(TMU) |
| 3rd Author's Name | Takahiro Matsuda |
| 3rd Author's Affiliation | Tokyo Metropolitan University(TMU) |
| 4th Author's Name | Junichi Higuchi |
| 4th Author's Affiliation | Fujitsu Ltd.(Fujitsu) |
| 5th Author's Name | Takeshi Kodama |
| 5th Author's Affiliation | Fujitsu Ltd.(Fujitsu) |
| 6th Author's Name | Hitoshi Ueno |
| 6th Author's Affiliation | Fujitsu Ltd.(Fujitsu) |
| Date | 2023-01-26 |
| Paper # | CQ2022-66 |
| Volume (vol) | vol.122 |
| Number (no) | CQ-363 |
| Page | pp.pp.29-34(CQ), |
| #Pages | 6 |
| Date of Issue | 2023-01-19 (CQ) |