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| Presentation | 2017-03-03 10:40 Load Balancing based on Model Predictive Control for Edge Computing Satoshi Imai, Toru Katagiri (Fujitsu Lab.)  NS2016-200 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Edge computing has recently been attracting a lot of attention as a technology for reducing network traffic and service latency by executing service applications nearby users/devices. In the edge computing, it is important to connect users/devices to appropriate servers and to rapidly execute the required services according to the movement of users/devices and changes of server load situations. Therefore, in order to realize an efficient control mechanism for distributing service requests according to the changes of edge situations, we apply Model Predictive Control (MPC), which can optimize the tracking performance for system changes, to a redirection mechanism and propose a novel method for edge load balancing based on coordinated operation between multiple servers. Furthermore, we demonstrate the effectiveness of the proposed method by simulations. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Edge Computing / Load Balancing, / Redirection / Model Predictive Control (MPC) / Linear Quadratic Regulator (LQR) / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 484, NS2016-200, pp. 247-252, March 2017. | |
| Paper # | NS2016-200 | |
| Date of Issue | 2017-02-23 (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 | NS2016-200 |
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| Conference Information | |
| Committee | NS IN |
| Conference Date | 2017-03-02 - 2017-03-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | OKINAWA ZANPAMISAKI ROYAL HOTEL |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | NS |
| Conference Code | 2017-03-NS-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Load Balancing based on Model Predictive Control for Edge Computing |
| Sub Title (in English) | |
| Keyword(1) | Edge Computing |
| Keyword(2) | Load Balancing, |
| Keyword(3) | Redirection |
| Keyword(4) | Model Predictive Control (MPC) |
| Keyword(5) | Linear Quadratic Regulator (LQR) |
| Keyword(6) | |
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| 1st Author's Name | Satoshi Imai |
| 1st Author's Affiliation | Fujitsu Laboratory (Fujitsu Lab.) |
| 2nd Author's Name | Toru Katagiri |
| 2nd Author's Affiliation | Fujitsu Laboratory (Fujitsu Lab.) |
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| Speaker | Author-1 |
| Date Time | 2017-03-03 10:40:00 |
| Presentation Time | 20 minutes |
| Registration for | NS |
| Paper # | NS2016-200 |
| Volume (vol) | vol.116 |
| Number (no) | no.484 |
| Page | pp.247-252 |
| #Pages | 6 |
| Date of Issue | 2017-02-23 (NS) |
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