Research for a Distributed System with Tightly-Coupled Specialized Hardware for Bigdata appications

• Project/Area Number: 15K15959
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Multi-year Fund
• Research Field: Computer system
• Research Institution: The University of Electro-Communications
• Principal Investigator: Yoshimi Masato 電気通信大学, 大学院情報理工学研究科, 助教 (00548000)
• Project Period (FY): 2015-04-01 – 2017-03-31
• Project Status: Completed (Fiscal Year 2016)
• Budget Amount: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000); Fiscal Year 2016: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000); Fiscal Year 2015: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
• Keywords: コンピュータシステム / ビッグデータ / FPGA / リコンフィギャラブルシステム / データベース / 計算生物学 / コンピュータアーキテクチャ / アクセラレータ / ＦＰＧＡ / 分散処理 / 密結合型専用ハードウェア / ビッグデータ解析

Outline of Final Research Achievements

An objective of this research aims to develop an energy-efficient and high-performance computer system for bigdata applications which convert massive amount of data to high-quality information. An FPGA-based accelerator couples storage, network and the main memory accelerates such applications to overwrap computation and transmission. We confirmed that the PC-cluster with accelerators overcomes software-based implementation over dozens of time by basic database operations and biological computation.

Research Products

• [Journal Article] Pipelined Parallel Join and Its FPGA-Based Acceleration (2017)
  • Author(s): Masato Yoshimi, Yasin Oge, Tsutomu Yoshinaga
  • Journal Title: Transactions on Reconfigurable Technology and Systems Volume: 印刷中
  • Peer Reviewed / Open Access / Acknowledgement Compliant
• [Journal Article] Accelerating BLAST Computation on an FPGA-enhanced PC Cluster (2016)
  • Author(s): Masato Yoshimi, Celimuge Wu, Tsutomu Yoshinaga
  • Journal Title: Proceedings of The Fourth International Symposium on Computing and Networking Volume: - Pages: 67-76
  • DOI: 10.1109/candar.2016.0025
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] A Light-weight Content Distribution Scheme for Cooperative Caching in Telco-CDNs (2016)
  • Author(s): Takuma Nakajima, Masato Yoshimi, Celimuge Wu, Tsutomu Yoshinaga
  • Journal Title: Proceedings of The Fourth International Symposium on Computing and Networking Volume: - Pages: 126-132
  • DOI: 10.1109/candar.2016.0033
  • Peer Reviewed
• [Journal Article] FPGA-based In-Datapath Computing with a Case Study in Computational Biology (2016)
  • Author(s): M.Yoshimi, Y.Oge, C.Wu, T.Yoshinaga
  • Journal Title: IEICE Transactions on Information and Systems Volume: 1 Pages: 1-12
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] Pipelined Parallel Join and Its FPGA-Based Acceleration (2016)
  • Author(s): M.Yoshimi, Y.Oge, T.Yoshinaga
  • Journal Title: Transaction on Reconfigurable Technology and Systems Volume: 1 Pages: 1-9
  • Peer Reviewed / Acknowledgement Compliant
• [Journal Article] An Implementation of Cloud Environment with Adaptive Computing Resource Sharing (2015)
  • Author(s): 中島拓真， 吉見真聡， 入江英嗣， 吉永努
  • Journal Title: 電子情報通信学会論文誌D 情報・システム Volume: J98-D Issue: 8 Pages: 1142-1150
  • DOI: 10.14923/transinfj.2014JDP7123
  • ISSN: 1880-4535, 1881-0225
  • Year and Date: 2015-08-01
  • Peer Reviewed
• [Journal Article] Design and Evaluation of a Configurable Query Processing Hardware for Data Streams (2015)
  • Author(s): Yasin OGE, Masato YOSHIMI, Takefumi MIYOSHI, Hideyuki KAWASHIMA, Hidetsugu IRIE, and Tsutomu YOSHINAGA
  • Journal Title: IEICE Transactions on Information and Systems Volume: E98.D Issue: 12 Pages: 2207-2217
  • DOI: 10.1587/transinf.2015EDP7203
  • NAID: 130005112325
  • ISSN: 0916-8532, 1745-1361
  • Peer Reviewed / Acknowledgement Compliant
• [Presentation] ネットワーク内キャッシュによるISPネットワーク通信電力の削減 (2016)
  • Author(s): 野島幸大, 城間隆行, 中島拓真, 吉見真聡, 策力木格, 吉永努
  • Organizer: 電子情報通信学会 並列／分散／協調処理に関する『松本』サマー・ワークショップ (SWoPP2016)
  • Place of Presentation: キッセイ文化ホール（長野県松本市）
  • Year and Date: 2016-08-08
• [Presentation] インタークラウドを活用した自動災害復旧システム (2016)
  • Author(s): 溝田敦也, 城間隆行, 中島拓真, 吉見真聡, 策力木格, 吉永努
  • Organizer: 電子情報通信学会 並列／分散／協調処理に関する『松本』サマー・ワークショップ (SWoPP2016)
  • Place of Presentation: キッセイ文化ホール（長野県松本市）
  • Year and Date: 2016-08-08
• [Presentation] Design Evaluation of Low-Latency Handshake Join on FPGA (2016)
  • Author(s): M.Yoshimi, O.Yasin, C. Wu, T.Yoshinaga
  • Organizer: 電子情報通信学会コンピュータシステム研究会
  • Place of Presentation: 長崎県五島市
  • Year and Date: 2016-03-24
• [Presentation] 動画の人気変動に追従する異種キャッシュ混在ネットワークの検討 (2016)
  • Author(s): 中島拓真, 城間隆行, 吉見真聡, 策力木格, 吉永努
  • Organizer: 電子情報通信学会コンピュータシステム研究会
  • Place of Presentation: 長崎県五島市
  • Year and Date: 2016-03-24
• [Presentation] データストリーム集約演算HWの並列化 (2016)
  • Author(s): 小川芳光, オゲヤースィン, 吉見真聡, 策力木格, 吉永努
  • Organizer: 電子情報通信学会コンピュータシステム研究会
  • Place of Presentation: 神奈川県横浜市
  • Year and Date: 2016-01-24
• [Presentation] ネットワーク結合型マルチFPGAボードを用いた集約演算クエリ処理 (2016)
  • Author(s): 川原尚人, 吉見真聡, 策力木格, 吉永努
  • Organizer: 情報処理学会 システム・アーキテクチャ研究会
  • Place of Presentation: 幕張メッセ（千葉県千葉市）
• [Presentation] An Efficient Cache Grouping Strategy for Multinode Cache Networks (2015)
  • Author(s): T.Shiroma, T.Nakajima, K.Nojima, M.Yoshimi, T.Yoshinaga
  • Organizer: Sixth International Workshop on Autonomous Self-Organizing Networks
  • Place of Presentation: 北海道札幌市
  • Year and Date: 2015-12-04
  • Int'l Joint Research
• [Presentation] Stubborn Cache: A Novel Strategy for Repeating Thrashing Access Patterns (2015)
  • Author(s): H.Nomura, T.Nakajima, M.Yoshimi, T.Yoshinaga, H.Irie
  • Organizer: COOL Chips XVIII
  • Place of Presentation: 神奈川県横浜市
  • Year and Date: 2015-04-13
  • Int'l Joint Research
• [Remarks] 電気通信大学大学院情報理工学研究科 吉永・吉見研究室
  • URL: http://comp.is.uec.ac.jp/wp/list