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2013 Fiscal Year Final Research Report

Scalable storage and retrieval on it with controlling power consumption

Research Project

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Project/Area Number 22240005
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionTokyo Institute of Technology

Principal Investigator

YOKOTA HARUO  東京工業大学, 情報理工学(系)研究科, 教授 (10242570)

Co-Investigator(Kenkyū-buntansha) MIYAZAKI Jun  東京工業大学, 大学院情報理工学研究科, 教授 (40293394)
KOBAYASHI Takashi  東京工業大学, 大学院情報理工学研究科, 准教授 (50345386)
OGUCHI Masato  お茶の水女子大学, 大学院人間文化創成科学研究科, 教授 (60328036)
AMAGASA Toshiyuki  筑波大学, 大学院システム情報工学研究科, 准教授 (70314531)
HATANO Kenji  同志社大学, 文化情報学部, 准教授 (80314532)
WATANABE Yosuke  東京工業大学, 学術国際情報センター, 助教 (80532944)
Project Period (FY) 2010-04-01 – 2013-03-31
Keywordsストレージシステム / 省電力 / データ配置 / 高信頼システム / 情報蓄積
Research Abstract

We have proposed a number of approaches to reduce power consumption of storage systems by controlling data placement and access methods. One approach decreases the frequency of spin-up and spin-down operations of HDD by using backup data to reduce HDD power consumption effectively as well as to keep the reliability of the storage system. Another approach places primary data for the high gear configuration to reduce migrated data in gear shift for balancing power consumption and performance of the storage system. We evaluated these methods and other many methods including XML retrievals through simulation and using real hardware, and demonstrated their effectiveness. Corresponding research papers were accepted well-known high competitive international conferences and journals. Since these methods are practical and applicable to many real situations, many ripple effects for both the cost down of IT system operation and earth environment can be expected.

  • Research Products

    (30 results)

All 2014 2013 2012 2011 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results) Presentation (17 results) (of which Invited: 1 results) Remarks (1 results) Patent(Industrial Property Rights) (1 results) (of which Overseas: 1 results)

  • [Journal Article] NDCouplingHDFS : A Coupling Architecture for a Power-proportional Hadoop Distributed File System2014

    • Author(s)
      Hieu Hanh Le, Satoshi Hikida, Haruo Yokota
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: Vol. E97-D, No. 2 Pages: 213-222

    • DOI

      10.1587/transinf.E97.D.213

    • Peer Reviewed
  • [Journal Article] Similarity search for office XML documents based on style and structure data2013

    • Author(s)
      Yousuke Watanabe, Hidetaka Kamigaito, Haruo Yokota
    • Journal Title

      International Journal of Web Information Systems, Emerald Group Publishing Limited

      Volume: Vol. 9, No. 2 Pages: 100-116

    • DOI

      10.1108/IJWIS-03-2013-0005

    • Peer Reviewed
  • [Journal Article] 耐故障ストレージのディスク回転状況を考慮した省電力化手法におけるシステム構成の影響評価2013

    • Author(s)
      引田諭之, Hieu Hanh LE, 横田治夫
    • Journal Title

      電子情報通信学会論文誌D

      Volume: Vol. J96-D, No. 5 Pages: 1105-1117

    • URL

      http://search.ieice.org/bin/pdf.php?lang=J&year=2013&fname=j96-d_5_1105

    • Peer Reviewed
  • [Journal Article] RMC操作に基づくタスクとタスク間関連度を考慮したファイル検索2013

    • Author(s)
      呉怡, 渡辺陽介, 横田治夫
    • Journal Title

      電子情報通信学会,電子情報通信学会論文誌D

      Volume: Vol. J96-D, No. 5 Pages: 1166-1177

    • URL

      http://search.ieice.org/bin/pdf.php?lang=J&year=2013&fname=j96-d_5_1166

    • Peer Reviewed
  • [Journal Article] Fast Incremental Indexing with Effective and Efficient Searching in XML Element Retrieval2013

    • Author(s)
      Atsushi Keyaki, Jun Miyazaki, Kenji Hatano, Goshiro Yamamoto, Takafumi Taketomi, Hirokazu Kato
    • Journal Title

      International Journal of Web Information Systems

      Volume: Vol. 9, No. 2 Pages: 142-164

    • DOI

      10.1108/IJWIS-04-2013-0008

    • Peer Reviewed
  • [Journal Article] Extraction of relationship between web pages and files in access logs2012

    • Author(s)
      Qiang Song, Yousuke Watanabe, Haruo Yokota
    • Journal Title

      International Journal of Business Intelligence and Data Mining

      Volume: Vol. 7, No. 3 Pages: 152-171

    • DOI

      10.1504/IJBIDM.2012.049552

    • Peer Reviewed
  • [Journal Article] Research history generation from metainformation of research papers using maximum margin clustering2012

    • Author(s)
      Manh Cuong Nguyen, Daichi Kato, Taiichi Hashimoto, Haruo Yokota
    • Journal Title

      International Journal of Business Intelligence and Data Mining

      Volume: Vol. 7, No. 3 Pages: 217-231

    • DOI

      10.1504/IJBIDM.2012.049556

    • Peer Reviewed
  • [Journal Article] Result Reconstruction Approach for More Effective XML Element Search2011

    • Author(s)
      Atsushi Keyaki, Kenji Hatano, Jun Miyazaki
    • Journal Title

      International Journal of Web Information Systems

      Volume: Vol. 7, No. 4 Pages: 360-380

    • DOI

      10.1145/1967486.1967508

    • Peer Reviewed
  • [Journal Article] CC-PAID : CPUキャッシュを有効利用した並列時系列パターンマイニングアルゴリズム2011

    • Author(s)
      松原裕貴, 宮崎純, 藤澤誠, 天野敏之, 加藤博一
    • Journal Title

      情報処理学会論文誌データベース

      Volume: Vol. 4, No. 2 Pages: 88-100

    • URL

      http://id.nii.ac.jp/1001/00074656/

    • Peer Reviewed
  • [Journal Article] データインテンシブアプリケーション実行時のクラウドリソースとローカルクラスタ間における負荷分散ミドルウェア2011

    • Author(s)
      豊島詩織, 山口実靖, 小口正人
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.10, No.1 Pages: 31-36

    • URL

      http://dbsj.org/journal/dbsj_journal/dbsj_journal_vol_10_no_1_31_36/

    • Peer Reviewed
  • [Journal Article] A Compound Parallel Btree for High Scalability and Availability on Chained Declustering Parallel Systems2011

    • Author(s)
      Min Luo, Akitsugu Watanabe, Haruo Yokota
    • Journal Title

      IEICE TRANSACTIONS on Information and Systems

      Volume: Vol. E94-D, No. 3 Pages: 587-601

    • DOI

      10.1587/transinf.E94.D.587

    • Peer Reviewed
  • [Presentation] Evaluation of Parallel Window-Join Algorithms for Reduction of Processing Delay2013

    • Author(s)
      Yousuke Watanabe, Haruo Yokota
    • Organizer
      International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC2013)
    • Place of Presentation
      Compiegne, France
    • Year and Date
      20131028-30
  • [Presentation] Grouping Objects for Execution Trace Analysis based on Design Patterns2013

    • Author(s)
      Tatsuya Toda, Takashi Kobayashi, Noritoshi Atsumi, Kiyoshi Agusa
    • Organizer
      The 5th International Workshop on Empirical Software Engineering in Practice
    • Place of Presentation
      Bangkok, Thailand
    • Year and Date
      2013-12-02
  • [Presentation] Efficient Gear-shifting for a Power-proportional Distributed Data-placement Method2013

    • Author(s)
      Hieu Hanh LE, Satoshi HIKIDA, Haruo YOKOTA
    • Organizer
      IEEE BigData 2013
    • Place of Presentation
      Santa Clara, USA
    • Year and Date
      2013-10-08
  • [Presentation] Energy-Efficient XML Stream Processing through Element-Skipping Parsing2013

    • Author(s)
      Toshiyuki Amagasa, Mana Seino, and Hiroyuki Kitagawa
    • Organizer
      DEXA Workshops 2013 (Workshop on ICT as Key Technology against Global Warming (ICT-GLOW'13))
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2013-08-26
  • [Presentation] NameNode and DataNode Coupling for a Power-proportional Hadoop Distributed File System2013

    • Author(s)
      Hieu Hanh Le, Satoshi HIKIDA, Haruo Yokota
    • Organizer
      International Conference on Database Systems for Advanced Applications (DASFAA2013)
    • Place of Presentation
      Wuhan, China
    • Year and Date
      2013-04-24
  • [Presentation] Style-based Similarity Search for Office XML Documents2012

    • Author(s)
      Yousuke Watanabe, Hidetaka Kamigaito, Haruo Yokota
    • Organizer
      the 14th International Conference on Information Integration and Web-based Applications & Services (iiWAS2012)
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2012-12-05
  • [Presentation] Fast and Incremental Indexing in Effective and Efficient XML Element Retrieval Systems2012

    • Author(s)
      Atsushi Keyaki, Jun Miyazaki, Kenji Hatano, Goshiro Yamamoto, Takafumi Taketomi, Hirokazu Kato
    • Organizer
      the 14th International Conference on Information Integration and Web-based Applications & Services (iiWAS2012)
    • Place of Presentation
      Bali, Indonesia
    • Year and Date
      2012-12-05
  • [Presentation] Data layout management for energy-saving key-value storage using a write off-loading technique2012

    • Author(s)
      Masaki KAN, Dai KOBAYASHI, Haruo YOKOTA
    • Organizer
      2012 IEEE 4th International Conference on Cloud Computing Technology and Science
    • Place of Presentation
      Taipei
    • Year and Date
      2012-12-04
  • [Presentation] Development of a Disk-Power Monitoring Environment Using a Stream Processing Engine2012

    • Author(s)
      Yousuke Watanabe, Haruo Yokota
    • Organizer
      the 7th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC2012)
    • Place of Presentation
      Victoria, Canada
    • Year and Date
      2012-11-12
  • [Presentation] クラウドセンタのディペンダビリティと省電力化,電子情報通信学会ディペンダブルコンピューティング研究会2012

    • Author(s)
      横田治夫
    • Organizer
      電子情報通信学会技術研究報告, DC2012-20
    • Place of Presentation
      鳥取
    • Year and Date
      2012-08-03
    • Invited
  • [Presentation] Proposed of a Load Balancing Method for Data Intensive Applications on a Hybrid Cloud Accounting for Cost Including Power Consumption2012

    • Author(s)
      Yumiko Kasae and Masato Oguchi
    • Organizer
      2nd International Conference on Cloud Computing and Services Science (CLOSER2012)
    • Place of Presentation
      Porto, Portugal
    • Year and Date
      2012-04-21
  • [Presentation] A Power Saving Storage Method That Considers Individual Disk Rotation2012

    • Author(s)
      Satoshi Hikida, Hieu Hanh Le, Haruo Yokota
    • Organizer
      International Conference on Database Systems for Advanced Applications (DASFAA2012)
    • Place of Presentation
      Busan, Korea
    • Year and Date
      2012-04-18
  • [Presentation] Effects on Performance and Energy Reduction by File Relocation based on File-access Correlations2012

    • Author(s)
      Masaru IRITANI, Haruo YOKOTA
    • Organizer
      the 1st Workshop on Energy Data Management (EnDM2012)
    • Place of Presentation
      Berlin, Germany
    • Year and Date
      2012-03-30
  • [Presentation] An Evaluation of Power-proportional Data Placement for Hadoop Distributed File System2011

    • Author(s)
      Hieu Hanh Le, Satoshi Hikida, Haruo Yokota
    • Organizer
      International Conference on Cloud and Green Computing (CGC 2011)
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2011-12-14
  • [Presentation] Data Allocation Based on XML Query Patterns to Reduce Power Consumption2011

    • Author(s)
      Xuehua Jiang, Yousuke Watanabe, Haruo Yokota
    • Organizer
      International Conference on Cloud and Green Computing (CGC 2011)
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2011-12-13
  • [Presentation] An Energy Saving Scheme on Storage Systems for Video Delivery Services2011

    • Author(s)
      Yousuke Watanabe, Haruo Yokota
    • Organizer
      2nd International Workshop on Streaming Media Delivery and Management Systems
    • Place of Presentation
      Barcelona, Spain
    • Year and Date
      2011-10-26
  • [Presentation] A File Search Method Based on Intertask Relationships Derived from Access Frequency and RMC Operations on Files2011

    • Author(s)
      Yi Wu, Kenichi Otagiri, Yousuke Watanabe, Haruo Yokota
    • Organizer
      22th International Conference on Database and Expert Systems Applications (DEXA2011)
    • Place of Presentation
      Toulouse, France
    • Year and Date
      2011-08-30
  • [Remarks]

    • URL

      http://yokota-www.cs.titech.ac.jp/ecoim/index.html

  • [Patent(Industrial Property Rights)] ストレージ装置、その制御方法およびシステム管理プログラム2013

    • Inventor(s)
      横田治夫, 引田諭之
    • Industrial Property Rights Holder
      国立大学法人東京工業大学
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      US App. No.:13/579,974
    • Filing Date
      2013-06-17
    • Overseas

URL: 

Published: 2015-07-16  

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