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Full Description
Intended for use in graduate courses in computer systems performance, computer systems modelling, advanced operating systems, computer networks and or queuing theory, this text explores performance modelling and analysis techniques needed by computer architects and systems analysts to evaluate new and existing systems. Focusing on analytical modelling techniques, the text features coverage of measurement of computer systems, simulation analysis, experimental design and queuing theory, a selection of worked-out examples and exercises, case studies, a glossary, background material on probability theory and a term project - analytic and simulation modelling of a sample computer system.
Contents
Measurement techniques; experiment design and data analysis; introduction to queuing models; elementary stochastic analysis; advanced stochastic analysis; product from queuing network models; basic algorithms for product form networks; specialized algorithms for multiple chain networks; aggregation and approximate modelling; bounds on performance; petri-net based performance modelling; selected applications; appendices - notation, introduction to probability theory, a suggested modelling project, performance tuning using a solver, selected tables.