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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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
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)