MATRIX-ANALYTIC ANALYSIS OF A MAP/PH/1 QUEUE FITTED TO WEB SERVER DATA
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The work in [37] considers fitting web server traffic data using Coxian phase-type distributions, and its model training method can be viewed as a special case of the CxSHSMM when the starting and ending indices at the top level are known.
“The work in [37] considers the problem of fitting web server traffic data using the Coxian phasetype distributions.The model training method presented in that paper can be viewed as a special case of the CxSHSMM when the starting and ending indices at the top level are known.”
From Efficient duration and hierarchical modeling for human activity recognition (2009) · cites this paper as [37]
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- Authors
- RISKA, A., SQUILLANTE, M. S., YU, S.-Z., LIU, Z., & ZHANG, L.
- Affiliations
- Dept. of Comp. Sci., College of William & Mary, Williamsburg, VA 23187, USA
- IBM Research - Thomas J. Watson Research Center (US)
- IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598, USA
- Venue
- Matrix-Analytic Methods
- Publisher
- WORLD SCIENTIFIC
- Published
- 2002-06
- Pages
- 333-356
- OpenAlex
- W2059882985
- Cited by
- 38
- References
- 0
- Citations by year
- 2018: 1 · 2017: 1 · 2016: 2 · 2015: 3 · 2013: 2 · 2012: 2
- FWCI
- 4.75
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- International Conference on Matrix-Analytic Methods in Stochastic Models (MAM) (publishedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Management Information Systems › Advanced Queuing Theory Analysis
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Traffic and Congestion Control
- Physical Sciences › Computer Science › Computational Theory and Mathematics › Petri Nets in System Modeling
- Keywords
- matrix-geometric analysis, Markov-modulated arrival process, phase-type service times, single-server queue, web traffic modeling
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