کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
11020914 1715047 2018 15 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Ultra-low latency communication channels for FPGA-based HPC cluster
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر سخت افزارها و معماری
پیش نمایش صفحه اول مقاله
Ultra-low latency communication channels for FPGA-based HPC cluster
چکیده انگلیسی
The FPGA technology offers numerous advantages in terms of parallel computation, which is supported by on-chip low latency communications. Nevertheless, clustering FPGAs to achieve a larger computing power may require external high-speed and low-latency communication channels. Because of the overhead due to complex features and functionalities, existing off-the-shelf IP cores for high-speed standard communication often waste valuable clock cycles and bandwidth. This paper presents the implementation of an ultra-low latency inter-FPGAs communication IP suitable for high performance computing machines. Our IP achieved 272 ns (34 clock cycles) half-round trip end-to-end latency and an aggregate bandwidth of 16 Gbps per node on Virtex-5 FPGA. To test the proposed IP under a high-performance situation, we implemented an eight-FPGA parallel computing machine hosting 48 coprocessors interconnected through our custom designed network. Experimental results show a global computational efficiency of 97.6%. The proposed architecture is scalable and easily portable to most recent FPGAs, which should lower the latency and increase the bandwidth even more.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Integration - Volume 63, September 2018, Pages 41-55
نویسندگان
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