Paper Abstract and Keywords |
Presentation |
2014-03-14 14:35
Online Failure Prediction with Accurate Failure Localization in Cloud Infrastructures Hiroshi Otsuka (Fujitsu Labs), Kaustubh Joshi, Matti Hiltunen, Scott Daniels (AT&T Lab), Yasuhide Matsumoto (Fujitsu Labs) SC2013-20 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The ability to predict the occurrence of a failure in a large scale IT infrastructure, such as a cloud data center, opens up possibilities to alleviate or completely hide the impact of the failure by taking corrective actions before the failure actually occurs. For example, a VM can be migrated from a failing physical machine to another. However, existing failure prediction methods often do not provide enough information about the location of the failure (e.g., which physical machine) to take meaningful actions. We propose an integrated method that combines the prediction of the occurrence of a failure (of a given type) with the prediction of the location of the failure enabling automated or operator actions. We describe the approach and show initial results in a commercial cloud infrastructure. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Failure Prediction / Failure Diagnosis / Failure Localization / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 113, no. 496, SC2013-20, pp. 7-12, March 2014. |
Paper # |
SC2013-20 |
Date of Issue |
2014-03-07 (SC) |
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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SC2013-20 |
Conference Information |
Committee |
SC |
Conference Date |
2014-03-14 - 2014-03-14 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
National Institute of Informatics |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
SC |
Conference Code |
2014-03-SC |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Online Failure Prediction with Accurate Failure Localization in Cloud Infrastructures |
Sub Title (in English) |
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Failure Prediction |
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Failure Diagnosis |
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Failure Localization |
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1st Author's Name |
Hiroshi Otsuka |
1st Author's Affiliation |
Fujitsu Laboratories Ltd. (Fujitsu Labs) |
2nd Author's Name |
Kaustubh Joshi |
2nd Author's Affiliation |
AT&T Labs - Research (AT&T Lab) |
3rd Author's Name |
Matti Hiltunen |
3rd Author's Affiliation |
AT&T Labs - Research (AT&T Lab) |
4th Author's Name |
Scott Daniels |
4th Author's Affiliation |
AT&T Labs - Research (AT&T Lab) |
5th Author's Name |
Yasuhide Matsumoto |
5th Author's Affiliation |
Fujitsu Laboratories Ltd. (Fujitsu Labs) |
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Speaker |
Author-1 |
Date Time |
2014-03-14 14:35:00 |
Presentation Time |
25 minutes |
Registration for |
SC |
Paper # |
SC2013-20 |
Volume (vol) |
vol.113 |
Number (no) |
no.496 |
Page |
pp.7-12 |
#Pages |
6 |
Date of Issue |
2014-03-07 (SC) |
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