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| Paper Abstract and Keywords | ||
| Presentation | 2023-01-26 13:35 Performance Evaluation of VM Placement Method Using Compressed Sensing-Based Traffic Estimator Ami Yamamoto, Kenta Yumoto, Takahiro Matsuda (TMU), Junichi Higuchi, Takeshi Kodama, Hitoshi Ueno (Fujitsu)  CQ2022-66 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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) |
| (in English) | Virtual Machine / Compressed Sensing / VM placement / Traffic Volume Estimation / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 363, CQ2022-66, pp. 29-34, Jan. 2023. | |
| Paper # | CQ2022-66 | |
| Date of Issue | 2023-01-19 (CQ) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | CQ2022-66 |
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| Conference Information | |
| Committee | CQ CBE |
| Conference Date | 2023-01-26 - 2023-01-27 |
| 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. |
| Paper Information | |
| Registration To | CQ |
| Conference Code | 2023-01-CQ-CBE |
| Language | Japanese |
| 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 |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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) |
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| Speaker | Author-1 |
| Date Time | 2023-01-26 13:35:00 |
| Presentation Time | 25 minutes |
| Registration for | CQ |
| Paper # | CQ2022-66 |
| Volume (vol) | vol.122 |
| Number (no) | no.363 |
| Page | pp.29-34 |
| #Pages | 6 |
| Date of Issue | 2023-01-19 (CQ) |
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