eBook - PDF

Performance Evaluation of Computer and Communication Systems

Name: Performance Evaluation of Computer and Communication Systems
ISBN: 9782889140374

Jean-Yves Le Boudec,

English
PDF
Available on iOS & Android

eBook - PDF

Performance Evaluation of Computer and Communication Systems

Jean-Yves Le Boudec,

About this book

Performance evaluation is a critical stage of software- and hardware-system development that every computer engineer and scientist should master. Although complex ?requiring skills in mathematics, measurement techniques and simulation ?performance evaluation is primarily an art; indeed, the most difficult stage in a performance analysis is defining the approach: once you know what to do, it is less difficult to define a plan of attack with your familiar software tools. We present a set of topics, which we believe should be part of every engineer's intellectual toolkit. This includes the statistical exploitation of numerical results in an efficient and ethical way, for example: how to summarize variability or fairness; what transient removal in a simulation is; and how to make predictions from a time series. We also present well-known performance patterns, which helps to quickly bring the engineer to the main issues. For queuing theory, we focus on a subset of very useful results, such as operational laws. A highlight of the book is the development of Palm calculus, also called "the importance of the viewpoint, " which is central to queuing theory. Indeed, this topic has so many applications to simulation and to system analysis in general that it is a very good time investment. This book began as a set of lecture notes for a course given at EPFL.

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Yes, you can access Performance Evaluation of Computer and Communication Systems by Jean-Yves Le Boudec in PDF and/or ePUB format, as well as other popular books in Business & Business General. We have over one million books available in our catalogue for you to explore.