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Paper Abstract and Keywords
Presentation 2016-07-16 10:55
Network power saving based on Pareto optimal control
Yosuke Akishita, Yuichi Ohsita, Masayuki Murata (Osaka Univ.) IN2016-35
Abstract (in Japanese) (See Japanese page) 
(in English) The power consumption of networks has been increasing as the service over the Internet becomes pop- ular, and has become a serious problem. Many methods to reduce the power consumption by shutting down unnecessary network devices have been proposed. However, these methods do not consider the fault tolerance, and shutting down some network devices may degrade the performance of the network in case of failures. In this paper, we propose a method to control the network considering multiple objectives; performance, power consumption and fault tolerance. This method calculates the Pareto front considering the multiple objectives. Then it selects one of the solution on the Pareto front. In addition, we also propose a method to calculate the Pareto front following the environmental changes. This method calculates the Pareto front by evolving the solutions saved in the archive. By saving the solutions that may become the Pareto optimal solution in the archive, this approach can obtain the Pareto front immediately. In this paper, we evaluate the method by simulation. The results show that the method can reduce power consumption of the network by 53% following the environmental change.
Keyword (in Japanese) (See Japanese page) 
(in English) Network power saving / Multi-objective optimization / Pareto optimal solutions / Pareto front / Evolutionary algorithms / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 137, IN2016-35, pp. 73-78, July 2016.
Paper # IN2016-35 
Date of Issue 2016-07-08 (IN) 
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 IN2016-35

Conference Information
Committee IN NV  
Conference Date 2016-07-15 - 2016-07-16 
Place (in Japanese) (See Japanese page) 
Place (in English) Matsumaecho Sougo Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Next Generation/New Generation/Future Network, Cloud/Data Center Network, SDN (Open Flow etc.), NFV, IPv6, Overlay Network, P2P, Content Distribution, Content Exchange, TCP/IP, BGP, DNS, HTTP/2, Routing, Switching, Traffic Engineering, etc. 
Paper Information
Registration To IN 
Conference Code 2016-07-IN-NV 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Network power saving based on Pareto optimal control 
Sub Title (in English)  
Keyword(1) Network power saving  
Keyword(2) Multi-objective optimization  
Keyword(3) Pareto optimal solutions  
Keyword(4) Pareto front  
Keyword(5) Evolutionary algorithms  
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1st Author's Name Yosuke Akishita  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Yuichi Ohsita  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Masayuki Murata  
3rd Author's Affiliation Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2016-07-16 10:55:00 
Presentation Time 25 minutes 
Registration for IN 
Paper # IN2016-35 
Volume (vol) vol.116 
Number (no) no.137 
Page pp.73-78 
#Pages 6 
Date of Issue 2016-07-08 (IN) 

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