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Paper Abstract and Keywords
Presentation 2020-07-31 12:00
A study of an FPGA-based cluster computing with high-speed serial links
Fan Ruochong, Ao Yun, Yoshiki Yamaguchi, Taisuke Boku (Univ. of Tsukuba) CPSY2020-11 DC2020-11
Abstract (in Japanese) (See Japanese page) 
(in English) In recent years, the growing applications of Big Data and Machine Learning require an enormous amount of computational effort in those systems. Thus, high-performance computing systems like a data center adopts a massively parallel system that can bring them dramatic performance improvement. However, the bandwidth of the inter-node network becomes the performance bottleneck of those systems because it is not sufficient for communication. It means this constrains the number of computing nodes in a system, namely system scalability. This article focuses on the flexible and extensible FPGA accelerator, which is widely used in today's supercomputers and data centers. The proposed approach is a communication framework by using an FPGA system with high-speed optical connections which connect among multiple FPGAs. The proposed concept was evaluated on a prototype cluster.
Keyword (in Japanese) (See Japanese page) 
(in English) FPGA / HSS Link / Parallel Computation / / / / /  
Reference Info. IEICE Tech. Rep., vol. 120, no. 121, CPSY2020-11, pp. 67-73, July 2020.
Paper # CPSY2020-11 
Date of Issue 2020-07-23 (CPSY, DC) 
ISSN Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee CPSY DC IPSJ-ARC  
Conference Date 2020-07-30 - 2020-07-31 
Place (in Japanese) (See Japanese page) 
Place (in English) Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) SWoPP2020: Parallel, Distributed and Cooperative Processing Systems and Dependable Computing 
Paper Information
Registration To CPSY 
Conference Code 2020-07-CPSY-DC-ARC 
Language English 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A study of an FPGA-based cluster computing with high-speed serial links 
Sub Title (in English)  
Keyword(1) FPGA  
Keyword(2) HSS Link  
Keyword(3) Parallel Computation  
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1st Author's Name Fan Ruochong  
1st Author's Affiliation Unversity of Tsukuba (Univ. of Tsukuba)
2nd Author's Name Ao Yun  
2nd Author's Affiliation Unversity of Tsukuba (Univ. of Tsukuba)
3rd Author's Name Yoshiki Yamaguchi  
3rd Author's Affiliation Unversity of Tsukuba (Univ. of Tsukuba)
4th Author's Name Taisuke Boku  
4th Author's Affiliation Unversity of Tsukuba (Univ. of Tsukuba)
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Speaker Author-1 
Date Time 2020-07-31 12:00:00 
Presentation Time 30 minutes 
Registration for CPSY 
Paper # CPSY2020-11, DC2020-11 
Volume (vol) vol.120 
Number (no) no.121(CPSY), no.122(DC) 
Page pp.67-73 
#Pages
Date of Issue 2020-07-23 (CPSY, DC) 


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