| Presentation | 2022-09-16 [Invited Lecture] Performance Evaluation of Compressed Sensing-Based Traffic Estimation in a Multiple Physical Hosts Environment 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), we have proposed a traffic volume estimation scheme for VM~(Virtual Machine) live migration, where VMs are moved from a physical machine to another one according to traffic load in the physical hosts. We refer to a VM or a physical network interface cards~(NIC) in the cloud environment as {em node}, and define a {em flow} as a pair of nodes. By means of compressed sensing~(CS), the proposed method estimates the traffic volume of the flows from the observed transmitted and received traffic volume of nodes and can identify a flow with a heavy traffic volume. In this article, we evaluate the performance of the proposed method in a multiple physical hosts environment with simulation experiments. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | virtual machine / compressed sensing / live migration / traffic volume estimation |
| Paper # | CQ2022-43 |
| Date of Issue | 2022-09-08 (CQ) |
| Conference Information | |
| Committee | IA / CQ |
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| Conference Date | 2022/9/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Citizens Actives Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Wireless Communications Quality, 6G, IoT, Cross layer Technologies, Internet Operation and Management, etc. |
| Chair | Tomoki Yoshihisa(Osaka Univ.) / Jun Okamoto(NTT) |
| Vice Chair | Yusuke Sakumoto(Kwansei Gakuin Univ.) / Yuichiro Hei(KDDI Research) / Hiroshi Yamamoto(Ritsumeikan Univ.) / Takefumi Hiraguri(Nippon Inst. of Tech.) / Gou Hasegawa(Tohoku Univ.) |
| Secretary | Yusuke Sakumoto(Osaka Univ.) / Yuichiro Hei(Kogakuin Univ.) / Hiroshi Yamamoto(Kyushu Inst. of Tech.) / Takefumi Hiraguri(NTT) / Gou Hasegawa(Ritsumeikan Univ.) |
| Assistant | Daisuke Kotani(Kyoto Univ.) / Ryo Nakamura(Fukuoka Univ.) / Ryo Nakamura(Univ. of Tokyo) / Kimiko Kawashima(NTT) / Ryo Nakamura(Fukuoka Univ.) / Toshiro Nakahira(NTT) / Kenta Tsukatsune(Tokyo Metroplitan Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture / 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) | [Invited Lecture] Performance Evaluation of Compressed Sensing-Based Traffic Estimation in a Multiple Physical Hosts Environment |
| Sub Title (in English) | |
| Keyword(1) | virtual machine |
| Keyword(2) | compressed sensing |
| Keyword(3) | live migration |
| Keyword(4) | traffic volume estimation |
| 1st Author's Name | Kenta Yumoto |
| 1st Author's Affiliation | Tokyo Metropolitan University(TMU) |
| 2nd Author's Name | Takahiro Matsuda |
| 2nd Author's Affiliation | Tokyo Metropolitan University(TMU) |
| 3rd Author's Name | Junichi Higuchi |
| 3rd Author's Affiliation | Fujitsu Ltd(Fujitsu) |
| 4th Author's Name | Takeshi Kodama |
| 4th Author's Affiliation | Fujitsu Ltd(Fujitsu) |
| 5th Author's Name | Hitoshi Ueno |
| 5th Author's Affiliation | Fujitsu Ltd(Fujitsu) |
| Date | 2022-09-16 |
| Paper # | CQ2022-43 |
| Volume (vol) | vol.122 |
| Number (no) | CQ-184 |
| Page | pp.pp.103-108(CQ), |
| #Pages | 6 |
| Date of Issue | 2022-09-08 (CQ) |