| Paper Abstract and Keywords |
| Presentation |
2012-11-28 10:30
A Hardware Algorithm Using Dynamically Partially Reconfigurable FPGAs for Solving the Maximum Clique Problem of Large Graphs Chikako Miura, Shinobu Nagayama, Shin'ichi Wakabayashi, Masato Inagi (Hiroshima City Univ.) RECONF2012-53 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, we propose a hardware algorithm to solve the maximum clique problem of large graphs, and show its implementation results using a dynamically partially reconfigurable FPGA.
Although existing hardware algorithms cannot solve the problem for graphs with many nodes due to the resource limitation on an FPGA, the proposed algorithm can solve the problem for such large graphs using only one FPGA by generating subgraphs from a given graph, and implementing them using dynamically partial reconfiguration of an FPGA.
Since the proposed hardware algorithm is based on a branch-and-bound method, it can explore solution space efficiently, and reduce the number of partial reconfigurations of FPGA.
Our experimental results using a dynamically partially reconfigurable FPGA show that the proposed algorithm can efficiently solve the problem that an existing algorithm cannot solve. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
maximum clique problem / branch-and-bound method / FPGA / partial reconfiguration / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 325, RECONF2012-53, pp. 33-38, Nov. 2012. |
| Paper # |
RECONF2012-53 |
| Date of Issue |
2012-11-20 (RECONF) |
| ISSN |
Print edition: ISSN 0913-5685 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) |
| Download PDF |
RECONF2012-53 |
| Conference Information |
| Committee |
VLD DC IPSJ-SLDM CPSY RECONF ICD CPM |
| Conference Date |
2012-11-26 - 2012-11-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Centennial Hall Kyushu University School of Medicine |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Design Gaia 2012 -New Field of VLSI Design- |
| Paper Information |
| Registration To |
RECONF |
| Conference Code |
2012-11-VLD-DC-SLDM-CPSY-RECONF-ICD-CPM |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Hardware Algorithm Using Dynamically Partially Reconfigurable FPGAs for Solving the Maximum Clique Problem of Large Graphs |
| Sub Title (in English) |
|
| Keyword(1) |
maximum clique problem |
| Keyword(2) |
branch-and-bound method |
| Keyword(3) |
FPGA |
| Keyword(4) |
partial reconfiguration |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Chikako Miura |
| 1st Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
| 2nd Author's Name |
Shinobu Nagayama |
| 2nd Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
| 3rd Author's Name |
Shin'ichi Wakabayashi |
| 3rd Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
| 4th Author's Name |
Masato Inagi |
| 4th Author's Affiliation |
Hiroshima City University (Hiroshima City Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2012-11-28 10:30:00 |
| Presentation Time |
25 minutes |
| Registration for |
RECONF |
| Paper # |
RECONF2012-53 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.325 |
| Page |
pp.33-38 |
| #Pages |
6 |
| Date of Issue |
2012-11-20 (RECONF) |