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Paper Abstract and Keywords
Presentation 2010-06-24 15:40
Model Predictive Control for Dynamic Resource Management in Optical Grid
Genki Matsui, Takuji Tachibana, Kiminao Kogiso, Kenji Sugimoto (NAIST) NS2010-30
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, we propose two dynamic resource management methods with model predictive control (MPC) in order to utilize computing and wavelength resources effectively in optical grid. In the first method, we define the dynamic lightpath setup/release process by the logical proposition and formulate the control problem as a mixed logical dynamical (MLD) model. Then we derive the number of transmitted tasks by solving the mixed integral quadratic programming (MIQP). In the second method, the number of transmitted tasks is derived by considering only the number of established lightpaths. This derivation is performed by solving the quadratic programming (QP). The resources are expected to be utilized more effectively with MIQP-based MPC than QP-based MPC because the former considers the dynamic lightpath setup/release process. On the other hand, QP-based MPC is expected to be processed more quickly than MIQP-based MPC. We evaluate the performances of the proposed methods with Matlab and compare those performances with the performance of PID-based method. Numerical examples show that computing and wavelength resources can be utilized effectively by using our proposed methods. In addition, we investigate the computation time of those methods.
Keyword (in Japanese) (See Japanese page) 
(in English) Optical grid / Model predictive control / Mixed logical dynamical model / Mixed integer linear programming / Resource management / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 93, NS2010-30, pp. 13-18, June 2010.
Paper # NS2010-30 
Date of Issue 2010-06-17 (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 NS2010-30

Conference Information
Committee OCS NS PN  
Conference Date 2010-06-24 - 2010-06-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Akita University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Core/metro system, Photonic network system, Optical network operation and administration, Optical network design, Traffic engineering, Signaling, GMPLS, Inter-domain route control, Network monitoring, Ethernet, Optical transport network(OTN), High-speed interface, Optical control(wavelength conversion/switching/routing), optical node technology, Optical crossconnect(OXC), Optical add/drop multiplexer(OADM), Optical multipxing/demultiplexing equipment, Optical signal processing, Optical swtiching device, etc 
Paper Information
Registration To NS 
Conference Code 2010-06-OCS-NS-PN 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Model Predictive Control for Dynamic Resource Management in Optical Grid 
Sub Title (in English)  
Keyword(1) Optical grid  
Keyword(2) Model predictive control  
Keyword(3) Mixed logical dynamical model  
Keyword(4) Mixed integer linear programming  
Keyword(5) Resource management  
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1st Author's Name Genki Matsui  
1st Author's Affiliation Nara Institute of Science and Technology (NAIST)
2nd Author's Name Takuji Tachibana  
2nd Author's Affiliation Nara Institute of Science and Technology (NAIST)
3rd Author's Name Kiminao Kogiso  
3rd Author's Affiliation Nara Institute of Science and Technology (NAIST)
4th Author's Name Kenji Sugimoto  
4th Author's Affiliation Nara Institute of Science and Technology (NAIST)
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Speaker Author-1 
Date Time 2010-06-24 15:40:00 
Presentation Time 25 minutes 
Registration for NS 
Paper # NS2010-30 
Volume (vol) vol.110 
Number (no) no.93 
Page pp.13-18 
#Pages 6 
Date of Issue 2010-06-17 (NS) 

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