A mean value analysis approach to transaction performance evaluation on multi-server systems

Dirceu Cavendish; Yuji Oie; Hiroshi Koide; Mario Gerla

doi:10.1109/ISCC.2009.5202404

A mean value analysis approach to transaction performance evaluation on multi-server systems

Dirceu Cavendish, Yuji Oie, Hiroshi Koide, Mario Gerla

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper, we introduce a Mean Value Analysis based methodology for performance evaluation of transactions executed in a multi server distributed system. We first present probabilistic arguments to investigate under which conditions MVA models provide worst case response times, without large overshoots. Then, we show how to characterize the distributed server system so as to construct a model to predict response times as well as estimate system capacity. Finally, we exemplify the methodology usage via transactions implemented in two distributed Linux systems.

Original language	English
Title of host publication	IEEE Symposium on Computers and Communications 2009, ISCC 2009
Pages	50-55
Number of pages	6
DOIs	https://doi.org/10.1109/ISCC.2009.5202404
Publication status	Published - Nov 19 2009
Externally published	Yes
Event	IEEE Symposium on Computers and Communications 2009, ISCC 2009 - Sousse, Tunisia Duration: Jul 5 2009 → Jul 8 2009

Other

Other	IEEE Symposium on Computers and Communications 2009, ISCC 2009
Country/Territory	Tunisia
City	Sousse
Period	7/5/09 → 7/8/09

All Science Journal Classification (ASJC) codes

Software
Signal Processing
Mathematics(all)
Computer Science Applications
Computer Networks and Communications

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10.1109/ISCC.2009.5202404

Cite this

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title = "A mean value analysis approach to transaction performance evaluation on multi-server systems",

abstract = "In this paper, we introduce a Mean Value Analysis based methodology for performance evaluation of transactions executed in a multi server distributed system. We first present probabilistic arguments to investigate under which conditions MVA models provide worst case response times, without large overshoots. Then, we show how to characterize the distributed server system so as to construct a model to predict response times as well as estimate system capacity. Finally, we exemplify the methodology usage via transactions implemented in two distributed Linux systems.",

author = "Dirceu Cavendish and Yuji Oie and Hiroshi Koide and Mario Gerla",

year = "2009",

month = nov,

day = "19",

doi = "10.1109/ISCC.2009.5202404",

language = "English",

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AU - Oie, Yuji

AU - Koide, Hiroshi

AU - Gerla, Mario

PY - 2009/11/19

Y1 - 2009/11/19

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AB - In this paper, we introduce a Mean Value Analysis based methodology for performance evaluation of transactions executed in a multi server distributed system. We first present probabilistic arguments to investigate under which conditions MVA models provide worst case response times, without large overshoots. Then, we show how to characterize the distributed server system so as to construct a model to predict response times as well as estimate system capacity. Finally, we exemplify the methodology usage via transactions implemented in two distributed Linux systems.

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EP - 55

BT - IEEE Symposium on Computers and Communications 2009, ISCC 2009

T2 - IEEE Symposium on Computers and Communications 2009, ISCC 2009

Y2 - 5 July 2009 through 8 July 2009

ER -

A mean value analysis approach to transaction performance evaluation on multi-server systems

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