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| Presentation | 2016-03-04 11:40 GA-based task assignment and air conditioner setting for reducing data center power consumption. Takaaki Deguchi (Osaka Univ.), Koji Suganuma (NAIST), Yuya Tarutani, Go Hasegawa, Yutaka Nakamura (Osaka Univ.), Takumi Tamura, Kazuhiro Matsuda (NTT-AT), Morito Matsuoka (Osaka Univ.)  NS2015-219 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this report, we propose a data center energy management architecture focusing on coordinated operation among various equipment in a data center. A data center control system is constructed based on the proposed architecture. The proposed system is evaluated in our data center testbed. Evaluation results show that the proposed system reduces the data center total power consumption by 6.3 % compared with a setting for reducing server power consumption and by 5.9 % compared with that for reducing air conditioner power consumption. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Data center / Power consumption reduction / Coordinated control system / Machine learning / Genetic algorithm / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 483, NS2015-219, pp. 297-302, March 2016. | |
| Paper # | NS2015-219 | |
| Date of Issue | 2016-02-25 (NS) | |
| ISSN | Print edition: ISSN 0913-5685 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 | NS2015-219 |
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| Conference Information | |
| Committee | NS IN |
| Conference Date | 2016-03-03 - 2016-03-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Phoenix Seagaia Resort |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2016-03-NS-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | GA-based task assignment and air conditioner setting for reducing data center power consumption. |
| Sub Title (in English) | |
| Keyword(1) | Data center |
| Keyword(2) | Power consumption reduction |
| Keyword(3) | Coordinated control system |
| Keyword(4) | Machine learning |
| Keyword(5) | Genetic algorithm |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Takaaki Deguchi |
| 1st Author's Affiliation | Osaka University (Osaka Univ.) |
| 2nd Author's Name | Koji Suganuma |
| 2nd Author's Affiliation | NARA Institute of Science and Technology (NAIST) |
| 3rd Author's Name | Yuya Tarutani |
| 3rd Author's Affiliation | Osaka University (Osaka Univ.) |
| 4th Author's Name | Go Hasegawa |
| 4th Author's Affiliation | Osaka University (Osaka Univ.) |
| 5th Author's Name | Yutaka Nakamura |
| 5th Author's Affiliation | Osaka University (Osaka Univ.) |
| 6th Author's Name | Takumi Tamura |
| 6th Author's Affiliation | NTT Advanced Technology Corporation (NTT-AT) |
| 7th Author's Name | Kazuhiro Matsuda |
| 7th Author's Affiliation | NTT Advanced Technology Corporation (NTT-AT) |
| 8th Author's Name | Morito Matsuoka |
| 8th Author's Affiliation | Osaka University (Osaka Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-03-04 11:40:00 |
| Presentation Time | 20 minutes |
| Registration for | NS |
| Paper # | NS2015-219 |
| Volume (vol) | vol.115 |
| Number (no) | no.483 |
| Page | pp.297-302 |
| #Pages | 6 |
| Date of Issue | 2016-02-25 (NS) |
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