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| Presentation | 2016-06-03 13:55 [Short Paper] Optimal allocation algorithms for geo-distributed data center topology Yuichi Yamada, Wuhui Chen, Paik Incheon (Aizu Univ.)  SC2016-3 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Virtual machine allocation problem in cloud computing has been widely studied in recent years and a lot of algorithms have been proposed in the literatures. Most of them has been successfully applied to batch processing models such as MapReudce, however, none of them can be applied to streaming workflow well because of the following weakness: 1) they failed to adapt the continuous execution characteristic of streaming workflow; 2) most of them are based on the assumptions that the price of VMs and traffic among data centers are static and fixed. In this paper, we propose a streaming workflow allocation algorithm considering the characteristics of streaming work and the price diversity among geo-distributed data centers to further achieve the goal of cost minimization for streaming big data processing. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | optimization problem / genetic algorithm / geo-distributed data centers / workflow allocation / big data processing / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 116, no. 76, SC2016-3, pp. 15-16, June 2016. | |
| Paper # | SC2016-3 | |
| Date of Issue | 2016-05-27 (SC) | |
| 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 | SC2016-3 |
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| Conference Information | |
| Committee | SC |
| Conference Date | 2016-06-03 - 2016-06-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | The University of Aizu |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Service Computing including Cloud and Big Data, Intelligent Communication System, and Other Issues |
| Paper Information | |
| Registration To | SC |
| Conference Code | 2016-06-SC |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Optimal allocation algorithms for geo-distributed data center topology |
| Sub Title (in English) | |
| Keyword(1) | optimization problem |
| Keyword(2) | genetic algorithm |
| Keyword(3) | geo-distributed data centers |
| Keyword(4) | workflow allocation |
| Keyword(5) | big data processing |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuichi Yamada |
| 1st Author's Affiliation | University of Aizu (Aizu Univ.) |
| 2nd Author's Name | Wuhui Chen |
| 2nd Author's Affiliation | University of Aizu (Aizu Univ.) |
| 3rd Author's Name | Paik Incheon |
| 3rd Author's Affiliation | University of Aizu (Aizu Univ.) |
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| Speaker | Author-1 |
| Date Time | 2016-06-03 13:55:00 |
| Presentation Time | 25 minutes |
| Registration for | SC |
| Paper # | SC2016-3 |
| Volume (vol) | vol.116 |
| Number (no) | no.76 |
| Page | pp.15-16 |
| #Pages | 2 |
| Date of Issue | 2016-05-27 (SC) |
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