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 proceedingConference 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 languageEnglish
Title of host publicationIEEE Symposium on Computers and Communications 2009, ISCC 2009
Pages50-55
Number of pages6
DOIs
Publication statusPublished - Nov 19 2009
Externally publishedYes
EventIEEE Symposium on Computers and Communications 2009, ISCC 2009 - Sousse, Tunisia
Duration: Jul 5 2009Jul 8 2009

Other

OtherIEEE Symposium on Computers and Communications 2009, ISCC 2009
CountryTunisia
CitySousse
Period7/5/097/8/09

Fingerprint

Mean Value Analysis
Multi-server
Value engineering
Transactions
Performance Evaluation
Servers
Response Time
Methodology
Overshoot
Linux
Distributed Systems
Server
Predict
Model
Estimate

All Science Journal Classification (ASJC) codes

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

Cite this

Cavendish, D., Oie, Y., Koide, H., & Gerla, M. (2009). A mean value analysis approach to transaction performance evaluation on multi-server systems. In IEEE Symposium on Computers and Communications 2009, ISCC 2009 (pp. 50-55). [5202404] https://doi.org/10.1109/ISCC.2009.5202404

A mean value analysis approach to transaction performance evaluation on multi-server systems. / Cavendish, Dirceu; Oie, Yuji; Koide, Hiroshi; Gerla, Mario.

IEEE Symposium on Computers and Communications 2009, ISCC 2009. 2009. p. 50-55 5202404.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Cavendish, D, Oie, Y, Koide, H & Gerla, M 2009, A mean value analysis approach to transaction performance evaluation on multi-server systems. in IEEE Symposium on Computers and Communications 2009, ISCC 2009., 5202404, pp. 50-55, IEEE Symposium on Computers and Communications 2009, ISCC 2009, Sousse, Tunisia, 7/5/09. https://doi.org/10.1109/ISCC.2009.5202404
Cavendish D, Oie Y, Koide H, Gerla M. A mean value analysis approach to transaction performance evaluation on multi-server systems. In IEEE Symposium on Computers and Communications 2009, ISCC 2009. 2009. p. 50-55. 5202404 https://doi.org/10.1109/ISCC.2009.5202404
Cavendish, Dirceu ; Oie, Yuji ; Koide, Hiroshi ; Gerla, Mario. / A mean value analysis approach to transaction performance evaluation on multi-server systems. IEEE Symposium on Computers and Communications 2009, ISCC 2009. 2009. pp. 50-55
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