| Presentation | 2016-01-19 FPGA-based Parallel Processing of Sliding-Window Aggregate Queries on Data Streams Yoshimitsu Ogawa, Yasin Oge, Masato Yoshimi, Celimuge Wu, Tsutomu Yoshinaga, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this report, we present an evaluation of Configurable Query Processing Hardware (CQPH) implemented on multiple FPGAs. CQPH is a dynamically configurable accelerator proposed for real-time query processing on data streams. In particular, CQPH is optimized for sliding-window aggregate queries with a large number of overlapping sliding-windows. In order to handle an increased workload, we propose a CQPH-based prototype system with multiple FPGA boards connected via a dedicated optical network. Results indicate that the proposed system can process multiple queries simultaneously without any performance loss, and can support over 10 Gbps throughput by fully utilizing the available I/O bandwidth of the FPGA boards. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Data stream / FPGA / query processing / window-aggregation / configurable hardware architecture |
| Paper # | VLD2015-86,CPSY2015-118,RECONF2015-68 |
| Date of Issue | 2016-01-12 (VLD, CPSY, RECONF) |
| Conference Information | |
| Committee | VLD / CPSY / RECONF / IPSJ-SLDM / IPSJ-ARC |
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| Conference Date | 2016/1/19(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hiyoshi Campus, Keio University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | FPGA Applications, etc |
| Chair | Yusuke Matsunaga(Kyushu Univ.) / Yasuhiko Nakashima(NAIST) / Minoru Watanabe(Shizuoka Univ.) / Masahiro Fukui(Ritsumeikan Univ.) / Masahiro Goshima(国情研) |
| Vice Chair | Takashi Takenana(NEC) / Koji Nakano(Hiroshima Univ.) / Hidetsugu Irie(Univ. of Tokyo) / Masato Motomura(Hokkaido Univ.) / Yuichiro Shibata(Nagasaki Univ.) |
| Secretary | Takashi Takenana(Ritsumeikan Univ.) / Koji Nakano(Fujitsu Labs.) / Hidetsugu Irie(Fujitsu Labs.) / Masato Motomura(NII) / Yuichiro Shibata(Toshiba) / (Univ. of Tsukuba) / (Sharp) |
| Assistant | Ittetsu Taniguchi(Ritsumeikan Univ.) / Shinya Takameda(NAIST) / Takeshi Ohkawa(Utsunomiya Univ.) / Kazuya Tanikagawa(Hiroshima City Univ.) / Takefumi Miyoshi(e-trees.Japan) |
| Paper Information | |
| Registration To | Technical Committee on VLSI Design Technologies / Technical Committee on Computer Systems / Technical Committee on Reconfigurable Systems / Special Interest Group on System and LSI Design Methodology / Special Interest Group on System Architecture |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | FPGA-based Parallel Processing of Sliding-Window Aggregate Queries on Data Streams |
| Sub Title (in English) | |
| Keyword(1) | Data stream |
| Keyword(2) | FPGA |
| Keyword(3) | query processing |
| Keyword(4) | window-aggregation |
| Keyword(5) | configurable hardware architecture |
| 1st Author's Name | Yoshimitsu Ogawa |
| 1st Author's Affiliation | The University of Electro-Communications(UEC) |
| 2nd Author's Name | Yasin Oge |
| 2nd Author's Affiliation | The University of Electro-Communications(UEC) |
| 3rd Author's Name | Masato Yoshimi |
| 3rd Author's Affiliation | The University of Electro-Communications(UEC) |
| 4th Author's Name | Celimuge Wu |
| 4th Author's Affiliation | The University of Electro-Communications(UEC) |
| 5th Author's Name | Tsutomu Yoshinaga |
| 5th Author's Affiliation | The University of Electro-Communications(UEC) |
| Date | 2016-01-19 |
| Paper # | VLD2015-86,CPSY2015-118,RECONF2015-68 |
| Volume (vol) | vol.115 |
| Number (no) | VLD-398,CPSY-399,RECONF-400 |
| Page | pp.pp.79-84(VLD), pp.79-84(CPSY), pp.79-84(RECONF), |
| #Pages | 6 |
| Date of Issue | 2016-01-12 (VLD, CPSY, RECONF) |