Paper Abstract and Keywords |
Presentation |
2015-01-22 13:25
A Framework for Monitoring Quality of Service and Detecting Bottlenecks of Computer Systems Based on Graph-Structured Log Toshio Ito, Yu Kaneko, Tomonori Maegawa (Toshiba Corp.) IN2014-102 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
This paper proposes a framework for monitoring and improving quality of service of computer systems. The proposed system captures the dataflow of the monitored system as graph-structured logs. By analyzing those logs as a graph, it can precisely measure the quality of service and detect bottlenecks of the monitored system, even if its dataflow traverses many hosts and processes. We report our experimental result that shows the proposed system can measure end-to-end durations of dataflows, detect bottlenecks and find out abnormal dataflows of a real data processing system. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
system monitoring / dataflow / quality of service / bottleneck detection / anomaly detection / graph theory / / |
Reference Info. |
IEICE Tech. Rep., vol. 114, no. 401, IN2014-102, pp. 25-30, Jan. 2015. |
Paper # |
IN2014-102 |
Date of Issue |
2015-01-15 (IN) |
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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IN2014-102 |
Conference Information |
Committee |
IN |
Conference Date |
2015-01-22 - 2015-01-23 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya International Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Contents Delivery/Contents Exchange, Social Networking Service (SNS), Data Analysis/Processing Platform, Big Data, etc. |
Paper Information |
Registration To |
IN |
Conference Code |
2015-01-IN |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Framework for Monitoring Quality of Service and Detecting Bottlenecks of Computer Systems Based on Graph-Structured Log |
Sub Title (in English) |
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Keyword(1) |
system monitoring |
Keyword(2) |
dataflow |
Keyword(3) |
quality of service |
Keyword(4) |
bottleneck detection |
Keyword(5) |
anomaly detection |
Keyword(6) |
graph theory |
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1st Author's Name |
Toshio Ito |
1st Author's Affiliation |
Toshiba Corporation (Toshiba Corp.) |
2nd Author's Name |
Yu Kaneko |
2nd Author's Affiliation |
Toshiba Corporation (Toshiba Corp.) |
3rd Author's Name |
Tomonori Maegawa |
3rd Author's Affiliation |
Toshiba Corporation (Toshiba Corp.) |
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Speaker |
Author-1 |
Date Time |
2015-01-22 13:25:00 |
Presentation Time |
25 minutes |
Registration for |
IN |
Paper # |
IN2014-102 |
Volume (vol) |
vol.114 |
Number (no) |
no.401 |
Page |
pp.25-30 |
#Pages |
6 |
Date of Issue |
2015-01-15 (IN) |
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