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Performance Evaluation: Origins and Directions: 1769 (Lecture Notes in Computer Science, 1769) - Softcover

 
9783540671930: Performance Evaluation: Origins and Directions: 1769 (Lecture Notes in Computer Science, 1769)

Synopsis

Performanceevaluationhas beena discipline ofcomputersciencefor somethirty years. To us, it seemed to be time to take stock of what we - the performance evaluation community - were doing. Towards this end, we decided to organize a workshoponPerformanceEvaluationofComputer SystemsandCommunication Networks, which was held at the international conference and research center for computer science, Schlo Dagstuhl, Germany, September 15-19, 1997. The participantsdiscussed,amongotherthings,thefollowingfundamentalquestions: What are the scienti c contributions of performance evaluation? What is its relevance in industry and business? What is its standing in academia? Where is the eld headed? What are its success stories and failures? What are its current burning questions? During this workshop, working groups focused on areas like performance ev- uation techniques and tools, communication networks, computer architecture, computer resource management, as well as performance of software systems (see http://www. ani. univie. ac. at/dagstuhl97/). The participants summarized the past of performance evaluation and projected future trends and needs in the eld. It was identi ed that - as in many other sciences - at the beginning therewastheobservationofthebehaviorofsystems,generallybymeasurements, followed by the development of theories to explain the observed behavior. - pecially in system modeling, based on these theories, methodologies have been developed for behavior prediction. At that stage, measurement changed its role from pure phenomenological observation to model-driven parameter estimation. Basedonaseriesofhighlysuccessfulcasestudies,toolmethodologyimplemented in versatilesoftwarepackageshas been developed to make the theoretical results amenable to practitioners.

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Performance Evaluation This title presents the history, key ideas and the success stories as well as future challenges of performance evaluation, demonstrates the impact of performance evaluation on a variety of different areas through case studies.

Synopsis

This monograph-like state-of-the-art survey presents the history, the key ideas, the success stories, and future challenges of performance evaluation and demonstrates the impact of performance evaluation on a variety of different areas through case studies in a coherent and comprehensive way. Leading researchers in the field have contributed 19 cross-reviewed topical chapters competently covering the whole range of performance evaluation, from theoretical and methodological issues to applications in numerous other fields. Additionally, the book contains one contribution on the role of performance evaluation in industry and personal accounts of four pioneering researchers describing the genesis of breakthrough results. The book will become a valuable source of reference and indispensable reading for anybody active or interested in performance evaluation.

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