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| Paper Abstract and Keywords | ||
| Presentation | 2015-09-04 15:15 cost and performance evaluation of hybrid cloud systems based on traffic prediction Yukio Ogawa (Hitachi Ltd.), Go Hasegawa, Masayuki Murata (Osaka Univ.)  IN2015-50 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this report, we focus on the cloud bursting scenario of hybrid cloud systems, in which an on-premise application system runs in a private data center and bursts into a public data center when total demand surpasses the private data center capacity due to demand spikes. In this scenario, we can reduce the total cost of an application system in the hybrid cloud environment (called a hybrid cloud system) and meet response time constraints, as long as we can successively predict the demand for the system and deploy minimum computing resources for maintaining the constraints in advance. Through numerical simulations with demand prediction using ARIMA model, we evaluated the total cost and response time of a hybrid cloud system. Under our settings, the total cost decreased by about 50% compared to the case of the application system deployed in a private data center alone. We also showed a trade-off between the ratio of time slots exceeding response time constraints and the total cost. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | hybrid cloud / data center / traffic prediction / total cost / response time constraint / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 210, IN2015-50, pp. 57-62, Sept. 2015. | |
| Paper # | IN2015-50 | |
| Date of Issue | 2015-08-27 (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 | IN2015-50 |
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| Conference Information | |
| Committee | IN NS CS NV |
| Conference Date | 2015-09-03 - 2015-09-04 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Iwate-ken Kokaido |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Post IP networking, Next Generation Network (NGN)/New Generation Network (NWGN), Contingency Plan/BCP, Network Coding/Network Algorithms, Session Management (SIP/IMS), Internetworking/Standardization, Network configuration, etc. |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2015-09-IN-NS-CS-NV |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | cost and performance evaluation of hybrid cloud systems based on traffic prediction |
| Sub Title (in English) | |
| Keyword(1) | hybrid cloud |
| Keyword(2) | data center |
| Keyword(3) | traffic prediction |
| Keyword(4) | total cost |
| Keyword(5) | response time constraint |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yukio Ogawa |
| 1st Author's Affiliation | Hitachi Ltd. (Hitachi Ltd.) |
| 2nd Author's Name | Go Hasegawa |
| 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 | 2015-09-04 15:15:00 |
| Presentation Time | 25 minutes |
| Registration for | IN |
| Paper # | IN2015-50 |
| Volume (vol) | vol.115 |
| Number (no) | no.210 |
| Page | pp.57-62 |
| #Pages | 6 |
| Date of Issue | 2015-08-27 (IN) |
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