| Presentation | 2020-07-30 Distributed Runtime Environment with Julia Language Hidemoto Nakada, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Julia-lang is a relatively new scripting language aiming at high-performance computing powered by powerful LLVM JIT compilation. Julia is considered to be a good candidate for the post-python machine learning language. To investigate the suitability for large-scale distributed environments, we performed communication speed evaluation with several settings. Our evaluation revealed that with MPI bindings Julia could leverage underneath communication service well, while with Julia-native distritution API the performance was not satisfactory. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Julia / MPI / distributed computing |
| Paper # | CPSY2020-2,DC2020-2 |
| Date of Issue | 2020-07-23 (CPSY, DC) |
| Conference Information | |
| Committee | CPSY / DC / IPSJ-ARC |
|---|---|
| Conference Date | 2020/7/30(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | SWoPP2020: Parallel, Distributed and Cooperative Processing Systems and Dependable Computing |
| Chair | Hidetsugu Irie(Univ. of Tokyo) / Hiroshi Takahashi(Ehime Univ.) / Hiroshi Inoue(Kyushu Univ.) |
| Vice Chair | Michihiro Koibuchi(NII) / Kota Nakajima(Fujitsu Lab.) / Tatsuhiro Tsuchiya(Osaka Univ.) |
| Secretary | Michihiro Koibuchi(Hokkaido Univ.) / Kota Nakajima(Nagoya Inst. of Tech.) / Tatsuhiro Tsuchiya(Nihon Univ.) / (Chiba Univ.) |
| Assistant | Shugo Ogawa(Hitachi) / Eiji Arima(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Computer Systems / Technical Committee on Dependable Computing / Special Interest Group on System Architecture |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Distributed Runtime Environment with Julia Language |
| Sub Title (in English) | |
| Keyword(1) | Julia |
| Keyword(2) | MPI |
| Keyword(3) | distributed computing |
| 1st Author's Name | Hidemoto Nakada |
| 1st Author's Affiliation | National Institute of Advanced Industrial Science and Technology(AIST) |
| Date | 2020-07-30 |
| Paper # | CPSY2020-2,DC2020-2 |
| Volume (vol) | vol.120 |
| Number (no) | CPSY-121,DC-122 |
| Page | pp.pp.9-14(CPSY), pp.9-14(DC), |
| #Pages | 6 |
| Date of Issue | 2020-07-23 (CPSY, DC) |