Speculatively Reconfigurable Big Data Processing Infrastructure Capable of Bursty Load Fluctuation
Project/Area Number |
25280022
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Research Category |
Grant-in-Aid for Scientific Research (B)
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Allocation Type | Partial Multi-year Fund |
Section | 一般 |
Research Field |
Software
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Research Institution | Ochanomizu University |
Principal Investigator |
Oguchi Masato お茶の水女子大学, 基幹研究院, 教授 (60328036)
|
Co-Investigator(Kenkyū-buntansha) |
YAMAGUCHI Saneyasu 工学院大学, 工学部, 准教授 (50439262)
NAKANO Miyuki 産業技術大学院大学, 情報アーキテクチャ専攻, 教授 (30227863)
GOTOU Atsuhiro 情報セキュリティ大学院大学, 情報セキュリティ研究科, 教授 (90558868)
SHINTANI Takahiko 電気通信大学, 大学院情報システム学研究科, 准教授 (30604623)
|
Project Period (FY) |
2013-04-01 – 2016-03-31
|
Project Status |
Completed (Fiscal Year 2015)
|
Budget Amount *help |
¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Fiscal Year 2015: ¥4,810,000 (Direct Cost: ¥3,700,000、Indirect Cost: ¥1,110,000)
Fiscal Year 2014: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Fiscal Year 2013: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
|
Keywords | ビッグデータ / バースト性 / 投機的再構成 / ソーシャル情報 / クラウド / SDN / クラウドコンピューティング / OpenFlow / 負荷変動 |
Outline of Final Research Achievements |
In this research work, a method for speculative reconstruction of a Big Data processing system is proposed, which is responded to a bursty load increase. The method is implemented on an experiment system and evaluated. A bursty load change is predicted by monitoring data, and a virtual machine of a Cloud computing system is migrated and relocated based on the prediction, and the network traffic is controlled using the information. A Big Data processing system that is tolerable to a bursty load increase is constructed and evaluated using data in an emergency case.
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Report
(4 results)
Research Products
(83 results)
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[Presentation] Elasticity Improvement of Cassandra2016
Author(s)
Shohei Miyokawa, Taiki Tokuda, Saneyasu Yamaguchi
Organizer
the Tenth International Conference on Ubiquitous Information Management and Communication (IMCOM2016), S2-3
Place of Presentation
ベトナム
Year and Date
2016-01-04
Related Report
Int'l Joint Research
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[Presentation] Active Caching for KVS Dynamic Scaling2015
Author(s)
Shohei Miyokawa, Taiki Tokuda and Saneyasu Yamaguchi
Organizer
The Third International Symposium on Computing and Networking (CANDAR'15), pp. 161-166
Place of Presentation
札幌市産業振興センター(北海道・札幌市)
Year and Date
2015-12-09
Related Report
Int'l Joint Research
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[Presentation] IPストレージアクセス性能のRTT公平性
Author(s)
神津智樹・秋山友理愛・山口実靖
Organizer
信学技報, vol. 113, no. 150, DE2013-23, pp. 101-106, 情報処理学会研究報告. データベース・システム研究会報告 2013-DBS-157(18), 情報処理学会研究報告. 情報学基礎研究会報告 2013-IFAT-111(18)
Place of Presentation
札幌北海道大学
Related Report
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