Workload Characterization and Modeling Book

Workload Characterization and Modeling Book

by Dror G. Feitelson

This is the final version of a book I wrote, entitled Workload Modeling for Computer Systems Performance Evaluation. It was published by Cambridge University Press and is available for purchase from March 2015. It continues to be available here in pdf format despite being published commercially. Your are welcome to make one copy for your personal use, but further unauthorized distribution is not allowed. ©2014 All rights reserved.

Download current version (pdf format, x+600 pages, 238 figures, 18 tables, 52 boxes, 767 references, 14.3 MB)

The book at Cambridge University Press

The book on Amazon.com
(If you find the book useful, please write a review on Amazon 8-)

Table of Contents

  1. Introduction
  2. Workload Data
  3. Statistical Distributions
  4. Fitting Distributions to Data
  5. Heavy Tails
  6. Correlations in Workloads
  7. Self Similarity and Long-Range Dependence
  8. Hierarchical Generative Models
  9. Case Studies
  10. Summary and Outlook
The bibliography is available as a BibTeX file.

Links to data sources.

Please let me know if you find any typos or other problems (email ).

Version 0.1 posted 8 Dec 2005
Version 0.2 posted 12 Jan 2006
Version 0.3 posted 8 Feb 2006
Version 0.4 posted 20 Feb 2006
Version 0.5 posted 20 Apr 2006
Version 0.6 posted 4 Jun 2006
Version 0.7 posted 30 Jul 2006
Version 0.8 posted 23 Oct 2006
Version 0.9 posted 15 Jan 2007
Version 0.10 posted 19 Apr 2007
Version 0.11 posted 6 Aug 2007
Version 0.12 posted 3 Sep 2007
Version 0.13 posted 8 Nov 2007
Version 0.14 posted 21 Jan 2008
Version 0.15 posted 4 Feb 2008
Version 0.16 posted 16 Mar 2008
Version 0.17 posted 4 May 2008
Version 0.18 posted 22 Jun 2008
Version 0.19 posted 8 Jan 2009
Version 0.20 posted 17 Feb 2009
Version 0.21 posted 12 Apr 2009
Version 0.22 posted 24 May 2009
Version 0.23 posted 28 Jul 2009
Version 0.24 posted 4 Nov 2009
Version 0.25 posted 15 Dec 2009
Version 0.26 posted 7 Jan 2010
Version 0.27 posted 23 Mar 2010
Version 0.28 posted 1 Sep 2010
Version 0.29 posted 20 Oct 2010
Version 0.30 posted 2 Dec 2010
Version 0.31 posted 12 Jan 2011
Version 0.32 posted 24 Feb 2011
Version 0.33 posted 31 Jul 2011
Version 0.34 posted 25 Sep 2011
Version 0.35 posted 6 May 2012
Version 0.36 posted 11 Jun 2012
Version 0.37 posted 30 Dec 2012
Version 0.38 posted 21 May 2013
Version 0.39 posted 7 Aug 2013
Version 0.40 posted 2 Sep 2013
Version 0.41 posted 13 Oct 2013
Version 0.42 posted 19 Nov 2013
Version 0.43 posted 9 Dec 2013
Version 0.44 posted 28 Jan 2014
Version 0.45 posted 6 Feb 2014
Version 0.46 posted 26 Feb 2014
Version 0.47 posted 5 Mar 2014
Version 0.48 posted 23 Mar 2014
Version 1.0 posted 31 Mar 2014
Version 1.0.1 posted 8 Apr 2014
Version 1.0.2 posted 6 Sep 2014
Version 1.0.3 posted 21 Oct 2014
Version 1.0.4 posted 10 Jun 2023
Additional versions will be posted to reflect corrections etc.


visits since Dec 8, 2005 (details)