| Presentation | 2019-03-04 Fast parallel processing for MapReduce on heterogeneous GPGPU environment Yusei Takagaki, Naoshi Sakamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The performance of GPGPU is rapidly improving. Thus, we often own several GPGPU nodes that has different specification. In this study, we propose a method that fast solves a MapReduce type problem by using heterogenous GPGPU nodes parallelly. This method allocates jobs according to a solver for an integer programming problem yielded by values obtained by measurement. Thus, this optimizes running time so that this absorbs not only different specification between GPGPU nodes but also the property of the network. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | MPI / Multiple GPUs / GPGPU / Heterogeneous computing / MapReduce / NQueens problem |
| Paper # | IN2018-90 |
| Date of Issue | 2019-02-25 (IN) |
| Conference Information | |
| Committee | IN / NS |
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| Conference Date | 2019/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Convention Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Chair | Takuji Kishida(NTT-AT) / Yoshikatsu Okazaki(NTT) |
| Vice Chair | Kenji Ishida(Hiroshima City Univ.) / Akihiro Nakao(Univ. of Tokyo) |
| Secretary | Kenji Ishida(KDDI Research) / Akihiro Nakao(KDDI Research) |
| Assistant | / Kenichi Kashibuchi(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Information Networks / Technical Committee on Network Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fast parallel processing for MapReduce on heterogeneous GPGPU environment |
| Sub Title (in English) | |
| Keyword(1) | MPI |
| Keyword(2) | Multiple GPUs |
| Keyword(3) | GPGPU |
| Keyword(4) | Heterogeneous computing |
| Keyword(5) | MapReduce |
| Keyword(6) | NQueens problem |
| 1st Author's Name | Yusei Takagaki |
| 1st Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| 2nd Author's Name | Naoshi Sakamoto |
| 2nd Author's Affiliation | Tokyo Denki University(Tokyo Denki Univ.) |
| Date | 2019-03-04 |
| Paper # | IN2018-90 |
| Volume (vol) | vol.118 |
| Number (no) | IN-466 |
| Page | pp.pp.37-42(IN), |
| #Pages | 6 |
| Date of Issue | 2019-02-25 (IN) |