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Paper Abstract and Keywords
Presentation 2012-08-20 15:40
Resource Capacity Prediction Method for Service Level Management Automation
Mitsuhiro Oono, Ryosuke Togawa, Nobuyuki Tomizawa, Shinjiro Yagi, Isao Okada (NEC) AI2012-11 SC2012-8
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a resource capacity prediction method with two-stage data filter for non-stationary workloads. Accurately predicting the resource capacity with satisfying service level requirements is an important problem in business critical applications. The proposed method removes the temporal workloads based on the probability distribution, approximates the model between the workloads and the resource capacity. We have implemented a prototype and evaluated it with observed data by J2EE application benchmark. Our experimental results show that the proposed method enables to calculate accurately the expected resource usage for incoming request.
Keyword (in Japanese) (See Japanese page) 
(in English) Operational Automation / Service Level Management / Model-based Management / / / / /  
Reference Info. IEICE Tech. Rep., vol. 112, no. 178, SC2012-8, pp. 17-22, Aug. 2012.
Paper # SC2012-8 
Date of Issue 2012-08-13 (AI, 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)
Download PDF AI2012-11 SC2012-8

Conference Information
Committee AI SC  
Conference Date 2012-08-20 - 2012-08-20 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SC 
Conference Code 2012-08-AI-SC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Resource Capacity Prediction Method for Service Level Management Automation 
Sub Title (in English)  
Keyword(1) Operational Automation  
Keyword(2) Service Level Management  
Keyword(3) Model-based Management  
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1st Author's Name Mitsuhiro Oono  
1st Author's Affiliation NEC (NEC)
2nd Author's Name Ryosuke Togawa  
2nd Author's Affiliation NEC (NEC)
3rd Author's Name Nobuyuki Tomizawa  
3rd Author's Affiliation NEC (NEC)
4th Author's Name Shinjiro Yagi  
4th Author's Affiliation NEC (NEC)
5th Author's Name Isao Okada  
5th Author's Affiliation NEC (NEC)
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Speaker Author-1 
Date Time 2012-08-20 15:40:00 
Presentation Time 30 minutes 
Registration for SC 
Paper # AI2012-11, SC2012-8 
Volume (vol) vol.112 
Number (no) no.177(AI), no.178(SC) 
Page pp.17-22 
#Pages 6 
Date of Issue 2012-08-13 (AI, SC) 

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