理化学研究所 計算科学研究センター

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第178回 第3部

第178回 第3部
日時: 2019年8月5日(月)、15:05 - 16:00
場所: R-CCS 6階講堂

・講演題目: Extending Supercomputers with FPGA-based Custom Computing Machine
・講演者: 佐野 健太郎(プロセッサ研究チーム、チームリーダー)
※発表・スライド共に英語

講演要旨: 詳細を見る

Custom computing with dedicated circuits on FPGAs (Field-Programmable Gate Arrays) is promising to accelerate computation that general-purpose multi-core processors are not good at. In our team, we have developed a system with Intel's 14nm Stratix10 FPGAs and a data-flow compiler which generates a pipelined custom hardware module to be embedded onto an FPGA and executed as stream computing. In this talk, I introduce the system including FPGA's dedicated network subsystem, the data-flow compiler, and expected applications to be off-loaded to FPGAs, as well as challenges to be tackled in our project. Finally, I discuss what a future supercomputer should be in the Post-Moore era.

Biography: Dr. Kentaro Sano received his Ph.D. from GSIS, Tohoku University, in 2000. Since 2000 until 2005, he had been a Research Associate at Tohoku University. Since 2005 until 2018, he has been an Associate Professor at Tohoku University. He was a visiting researcher at the Department of Computing, Imperial College, London, and Maxeler corporation in 2006 and 2007. Since 2017 until present, he has been a team leader of a processor research team at R-CCS, Riken. His research interests include FPGA-based high-performance reconfigurable computing systems especially for scientific numerical simulations and machine learning, high-level synthesis compilers and tools for reconfigurable custom computing machines, and system architectures for next-generation supercomputing based on the data-flow computing model.