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微软亚洲研究院 舒然 研究员学术报告

来源: 点击: 华体会网页版登陆入口:2023年04月17日 10:32


报告题目Direct Universal Access: Making Data Center Resources Available to FPGA

报告华体会网页版登陆入口:2023421下午1530-1730

报告地点本部计算机楼212

报告人  微软亚洲研究院  

报告简介

FPGAs have been deployed at massive scale in data centers. Using currently available communication architectures, however, it is difficult for FPGAs to access and utilize the various heterogenous resources available in data centers (DRAM, CPU, GPU,...). In this paper, we present Direct Universal Access (DUA), a communication architecture that provides uniform access for FPGA to these data center resources. Without being limited by machine boundaries, DUA provides global names and a common interface for communicating across various resources, the underlying network automatically routing traffic and managing resource multiplexing. Our benchmarks show that DUA provides simple and fair-share resource access with small logic area overhead (<10%) and negligible latency (<0.2µs). We also build two practical multi-FPGA applications — deep crossing and regular expression matching — on top of DUA to demonstrate its usability and efficiency.


报告人简介

Ran Shu is an Associate Researcher at Microsoft Research Asia. He received B.S and Ph.D. in computer science and technology from Tsinghua University in 2011 and 2018 respectively. Ran’s research interests include data center network, hardware-based network and host area network. He has published over 20 conference and journal papers.


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