Paper Abstract and Keywords |
Presentation |
2011-06-06 14:40
Towards Incremental Graph Processing by Data Stream Processing Shunsuke Nishii (Tokyo Tech), Toyotaro Suzumura (Tokyo Tech/IBM) DE2011-8 PRMU2011-39 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
We propose incremental graph processing using data stream processing, for effective analysis of large graph that evolves. We propose computation model “Incremental GIM-V” for this analysis, implement graph processing system using IBM System S, one of Data Stream Management System (DSMS), and evaluate its performance. Then we discuss more effective and more generally usable way to data stream graph processing. In evaluation about PageRank on artificial data, when the rate of range spread from changing graph points equals to or less than 50%, incremental graph processing makes computation speed 3.0~ times faster. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Data Stream Processing / Graph Processing / PageRank / DSMS / DSPS / System S / SPADE / |
Reference Info. |
IEICE Tech. Rep., vol. 111, no. 76, DE2011-8, pp. 43-48, June 2011. |
Paper # |
DE2011-8 |
Date of Issue |
2011-05-30 (DE, PRMU) |
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) |
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DE2011-8 PRMU2011-39 |
Conference Information |
Committee |
PRMU DE |
Conference Date |
2011-06-06 - 2011-06-07 |
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(See Japanese page) |
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Paper Information |
Registration To |
DE |
Conference Code |
2011-06-PRMU-DE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Towards Incremental Graph Processing by Data Stream Processing |
Sub Title (in English) |
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Data Stream Processing |
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Graph Processing |
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PageRank |
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DSMS |
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DSPS |
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System S |
Keyword(7) |
SPADE |
Keyword(8) |
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1st Author's Name |
Shunsuke Nishii |
1st Author's Affiliation |
Tokyo Institute of Technology (Tokyo Tech) |
2nd Author's Name |
Toyotaro Suzumura |
2nd Author's Affiliation |
Tokyo Institute of Technology/IBM Research - Tokyo (Tokyo Tech/IBM) |
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Speaker |
Author-1 |
Date Time |
2011-06-06 14:40:00 |
Presentation Time |
30 minutes |
Registration for |
DE |
Paper # |
DE2011-8, PRMU2011-39 |
Volume (vol) |
vol.111 |
Number (no) |
no.76(DE), no.77(PRMU) |
Page |
pp.43-48 |
#Pages |
6 |
Date of Issue |
2011-05-30 (DE, PRMU) |
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