| Presentation | 2019-07-24 Design Space Search Applying Bayesian Optimization to High-level Design Flow Ryohei Nakayama, Hiromitsu Awano, Makoto Ikeda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Now that circuit scale is increasing, high-level synthesis technology that designs circuits using high-level programming languages with high abstraction levels, rather than hardware design languages with low abstraction levels, is drawing attention. On the other hand, it is important to search the design space efficiently in order to determine the design parameters such as the operating frequency and loop constraints required for high-level synthesis. In this presentation, we propose a method to find the optimal solution while avoiding local solutions by using Bayesian optimization for design parameter search. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | High-Level Synthesis / Bayesian Optimization / Design Space Search / Montgomery Multiplication / Residue Number System |
| Paper # | ISEC2019-57,SITE2019-51,BioX2019-49,HWS2019-52,ICSS2019-55,EMM2019-60 |
| Date of Issue | 2019-07-16 (ISEC, SITE, BioX, HWS, ICSS, EMM) |
| Conference Information | |
| Committee | ISEC / SITE / ICSS / EMM / HWS / BioX / IPSJ-CSEC / IPSJ-SPT |
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| Conference Date | 2019/7/23(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kochi University of Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Security, etc. |
| Chair | Shiho Moriai(NICT) / Tetsuya Morizumi(Kanagawa Univ.) / Hiroki Takakura(NII) / Masaki Kawamura(Yamaguchi Univ.) / Shinichi Kawamura(Toshiba) / Akira Otsuka(IISEC) |
| Vice Chair | Shoichi Hirose(Univ. of Fukui) / Tetsuya Izu(Fujitsu Labs.) / Masaru Ogawa(Kobe Gakuin Univ.) / Takushi Otani(Kibi International Univ.) / Katsunari Yoshioka(Yokohama National Univ.) / Kazunori Kamiya(NTT) / Motoi Iwata(Osaka Prefecture Univ.) / Tetsuya Kojima(NIT,Tokyo College) / Makoto Ikeda(Univ. of Tokyo) / Yasuhisa Shimazaki(Renesas Electronics) / Tetsushi Ohki(Shizuoka Univ.) / Takahiro Aoki(Fujitsu Labs.) |
| Secretary | Shoichi Hirose(NICT) / Tetsuya Izu(Tsukuba Univ.) / Masaru Ogawa(Toyo Eiwa Univ.) / Takushi Otani(KDDI Research) / Katsunari Yoshioka(NICT) / Kazunori Kamiya(KDDI labs.) / Motoi Iwata(NIT, Nagano College) / Tetsuya Kojima(Nagase) / Makoto Ikeda(SECOM) / Yasuhisa Shimazaki(Kyushu Univ.) / Tetsushi Ohki(Univ. of Electro-Comm.) / Takahiro Aoki(SECOM) |
| Assistant | Dai Yamamoto(Fujitsu Labs.) / Yuuji Suga(IIJ) / Nobuyuki Yoshinaga(Yamaguchi Pref Univ.) / Daisuke Suzuki(Hokuriku Univ.) / Keisuke Kito(Mitsubishi Electric) / Toshihiro Yamauchi(Okayama Univ.) / Masaki Inamura(Tokyo Denki Univ.) / Kazuhiro Kono(Kansai Univ.) / / Daishi Watabe(Saitama Inst. of Tech.) / Ryota Horie(Shibaura Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Information Security / Technical Committee on Social Implications of Technology and Information Ethics / Technical Committee on Information and Communication System Security / Technical Committee on Enriched MultiMedia / Technical Committee on Hardware Security / Technical Committee on Biometrics / Special Interest Group on Computer Security / Special Interest Group on Security Psychology and Trust |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Design Space Search Applying Bayesian Optimization to High-level Design Flow |
| Sub Title (in English) | |
| Keyword(1) | High-Level Synthesis |
| Keyword(2) | Bayesian Optimization |
| Keyword(3) | Design Space Search |
| Keyword(4) | Montgomery Multiplication |
| Keyword(5) | Residue Number System |
| 1st Author's Name | Ryohei Nakayama |
| 1st Author's Affiliation | The University of Tokyo(UTokyo) |
| 2nd Author's Name | Hiromitsu Awano |
| 2nd Author's Affiliation | Osaka University(Osaka Univ.) |
| 3rd Author's Name | Makoto Ikeda |
| 3rd Author's Affiliation | The University of Tokyo(UTokyo) |
| Date | 2019-07-24 |
| Paper # | ISEC2019-57,SITE2019-51,BioX2019-49,HWS2019-52,ICSS2019-55,EMM2019-60 |
| Volume (vol) | vol.119 |
| Number (no) | ISEC-140,SITE-141,BioX-142,HWS-143,ICSS-144,EMM-145 |
| Page | pp.pp.369-374(ISEC), pp.369-374(SITE), pp.369-374(BioX), pp.369-374(HWS), pp.369-374(ICSS), pp.369-374(EMM), |
| #Pages | 6 |
| Date of Issue | 2019-07-16 (ISEC, SITE, BioX, HWS, ICSS, EMM) |