| Presentation | 2023-03-14 Toward improving code execution speed using micro benchmark dataset Fuki Omori, Akinori Ihara, Kazuya Saiki, Yutaro Kashiwa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | There are some implementation approach with same functionality, but their execution speeds are different. It is difficult to manually examine implementation methods for each function of a large software. In this study, we build an automatic program modification model specialized for improving execution speed using a neural machine translation model with evaluation results collected from MeasureThat.net, a microbenchmark sharing service, as a training data set. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Execution speed / Automatic program repair / micro-benchmarks / neural machine translation / JavaScript |
| Paper # | SS2022-56 |
| Date of Issue | 2023-03-07 (SS) |
| Conference Information | |
| Committee | SS |
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| Conference Date | 2023/3/14(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Kozo Okano(Shinshu Univ.) |
| Vice Chair | Yoshiki Higo(Osaka Univ.) |
| Secretary | Yoshiki Higo(Shinshu Univ.) |
| Assistant | Shinsuke Matsumoto(Osaka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Software Science |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Toward improving code execution speed using micro benchmark dataset |
| Sub Title (in English) | |
| Keyword(1) | Execution speed |
| Keyword(2) | Automatic program repair |
| Keyword(3) | micro-benchmarks |
| Keyword(4) | neural machine translation |
| Keyword(5) | JavaScript |
| 1st Author's Name | Fuki Omori |
| 1st Author's Affiliation | Wakayama University(Wakayama Univ.) |
| 2nd Author's Name | Akinori Ihara |
| 2nd Author's Affiliation | Wakayama University(Wakayama Univ.) |
| 3rd Author's Name | Kazuya Saiki |
| 3rd Author's Affiliation | Wakayama University(Wakayama Univ.) |
| 4th Author's Name | Yutaro Kashiwa |
| 4th Author's Affiliation | Nara Institute of Science and Technology(NAIST) |
| Date | 2023-03-14 |
| Paper # | SS2022-56 |
| Volume (vol) | vol.122 |
| Number (no) | SS-432 |
| Page | pp.pp.55-60(SS), |
| #Pages | 6 |
| Date of Issue | 2023-03-07 (SS) |