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| Presentation | 2014-07-30 11:35 Dynamic Load Balancing for Realtime Detection Framework Yusuke Koyanagi, Kenji Kobayashi, Tateki Imaoka, Masazumi Matsubara, Yoshinori Sakamoto (Fujitsu)  CPSY2014-37 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In various situations, more advanced detections from a large amount of time-series data are required, and a realtime detection framework, which detects unknown anomaly and others from time-series data in realtime, is needed. In this framework, the load for detection processes changes depending on not only the frequency of data, but also the data which it stored for detection. For balancing the load on several nodes, it is difficult to choose more effectual method based on the situation between input data balancing and stored data balancing. In this paper, we propose the hybrid method of input data balancing and stored data balancing, responding to the increace of two kinds of load, a processing load and a communication load, based on the situation. The experiment results show the hybrid method balances the loads and decreases CPU load and latency responding to the increase of two kinds of loads. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | realtime detection framework / dynamic load balancing / stream data processing / anomaly detection / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 114, no. 155, CPSY2014-37, pp. 161-166, July 2014. | |
| Paper # | CPSY2014-37 | |
| Date of Issue | 2014-07-21 (CPSY) | |
| 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 | CPSY2014-37 |
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| Conference Information | |
| Committee | CPSY DC |
| Conference Date | 2014-07-28 - 2014-07-30 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Toki Messe, Niigata |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Parallel, Distributed and Cooperative Processing |
| Paper Information | |
| Registration To | CPSY |
| Conference Code | 2014-07-CPSY-DC |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Dynamic Load Balancing for Realtime Detection Framework |
| Sub Title (in English) | |
| Keyword(1) | realtime detection framework |
| Keyword(2) | dynamic load balancing |
| Keyword(3) | stream data processing |
| Keyword(4) | anomaly detection |
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| 1st Author's Name | Yusuke Koyanagi |
| 1st Author's Affiliation | Fujitsu LIMITED (Fujitsu) |
| 2nd Author's Name | Kenji Kobayashi |
| 2nd Author's Affiliation | Fujitsu LIMITED (Fujitsu) |
| 3rd Author's Name | Tateki Imaoka |
| 3rd Author's Affiliation | Fujitsu LIMITED (Fujitsu) |
| 4th Author's Name | Masazumi Matsubara |
| 4th Author's Affiliation | Fujitsu LIMITED (Fujitsu) |
| 5th Author's Name | Yoshinori Sakamoto |
| 5th Author's Affiliation | Fujitsu LIMITED (Fujitsu) |
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| Speaker | Author-1 |
| Date Time | 2014-07-30 11:35:00 |
| Presentation Time | 25 minutes |
| Registration for | CPSY |
| Paper # | CPSY2014-37 |
| Volume (vol) | vol.114 |
| Number (no) | no.155 |
| Page | pp.161-166 |
| #Pages | 6 |
| Date of Issue | 2014-07-21 (CPSY) |
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