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 and 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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CPSY2020-11 DC2020-11 |
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) |
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FPGA |
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HSS Link |
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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 |
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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 |
7 |
Date of Issue |
2020-07-23 (CPSY, DC) |
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