A Study on Distributed Real-Time Stream Processing Infrastructure with Advanced Operators

2011 Fiscal Year Final Research Report

• Project/Area Number: 22700090
• Research Category: Grant-in-Aid for Young Scientists (B)
• Allocation Type: Single-year Grants
• Research Field: Media informatics/Database
• Research Institution: University of Tsukuba
• Principal Investigator: KAWASHIMA Hideyuki 筑波大学, システム情報系, 講師 (90407148)
• Project Period (FY): 2010 – 2011
• Keywords: ストリームデータ処理

Research Abstract

This study tried to develop a distributed real-time stream processing infrastructure with advanced operators. As for such operators, Bayesian neworks and media data management are developed. In addition, I conducted research on fast data persisting, high availability scheme, encrypted stream processing, and stream join operators.

Research Products

• [Journal Article] センサデータベースマネージャにおける問合せ処理とデータ圧縮の同時最適化 (2012)
  • Author(s): 猿渡俊介, 川島英之, 高木潤一郎, 倉田成人, 森川博之
  • Journal Title: 情報処理学会論文誌「新たな展開を迎えるITS、モバイル通信とユビキタスコンピューティング」特集号 Volume: 53(1) Pages: 320-335
  • URL: http://ci.nii.ac.jp/naid/110008736788
  • Peer Reviewed
• [Journal Article] ストリーム処理エンジン向け動的再構成可能プロセッサアーキテクチャの設計 (2011)
  • Author(s): 三好健文, 寺田裕太, 川島英之, 吉永努
  • Journal Title: 情報処理学会論文誌:データベース Volume: Vol.4, No.2 Pages: 35-51
  • URL: https://ipsj.ixsq.nii.ac.jp/ej/index.php?active_action=repository_view_main_item_detail & item_id=74652 & item_no=1 & page_id=13 & block_id=8
  • Peer Reviewed
• [Journal Article] ウィンドウ結合演算子のFPGAによる実現 (2011)
  • Author(s): 三好健文, 寺田裕太, 川島英之, 吉永努
  • Journal Title: 電子情報通信学会論文誌 Volume: J94-B(10) Pages: 1313-1322
  • URL: http://ci.nii.ac.jp/naid/110008749646
  • Peer Reviewed
• [Journal Article] 分散ストリーム処理システムにおける高信頼化方式の提案 (2010)
  • Author(s): 塩川浩昭, 北川博之, 川島英之, 渡辺陽介
  • Journal Title: 電子情報通信学会論文誌 Volume: Vol.J93-D, No.6 Pages: 767-780
  • URL: http://ci.nii.ac.jp/naid/110007618351
  • Peer Reviewed
• [Presentation] An Efficient Stream Archiving Method by Operator Merge and Write Control (2012)
  • Author(s): Taiga Abe, Hideyuki Kawashima and Hiroyuki Kitagawa
  • Organizer: Proc. The 5th. International Workshop on Data Management for Wireless and Pervasive Communications (DMWPC)
  • Place of Presentation: Fukuoka, Japan
  • Year and Date: 20120326-29
• [Presentation] An Implementation of Handshake Join on FPGA (2011)
  • Author(s): Yasin Oge, Takefumi Miyoshi, Hideyuki Kawashima and Tsutomu Yoshinaga
  • Organizer: Proc. Second International Conference on Networking and Computing (ICNC 2011)
  • Place of Presentation: Osaka, Japan
  • Year and Date: 20111200
• [Presentation] Efficient Invocation of Transaction Sequences Triggered by Data Streams (2011)
  • Author(s): Masafumi Oyamada, Hideyuki Kawashima, and Hiroyuki Kitagawa
  • Organizer: The 2nd International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2011), Proceedings of 3PGCIC
  • Place of Presentation: Barcelona, Spain
  • Year and Date: 20111026-28
• [Presentation] A Video Manager for Relational Stream Processing Systems (2011)
  • Author(s): Tsubasa Takahashi, Hideyuki Kawashima, and Hiroyuki Kitagawa
  • Organizer: The 2nd International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2011), Proceedings of 3PGCIC
  • Place of Presentation: Barcelona, Spain
  • Year and Date: 20111026-28
• [Presentation] Complex Event Processing over Uncertain Data Streams (2010)
  • Author(s): Hideyuki Kawashima, Hiroyuki Kitagawa, and Xin Li
  • Organizer: Proc. International Conference on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC)
  • Place of Presentation: Fukuoka, Japan
  • Year and Date: 20101104-06