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Systems Benchmarking
For Scientists and Engineers
Langbeschreibung
The book is divided into two parts: foundations and applications. The first part introduces the foundations of benchmarking as a discipline, covering the three fundamental elements of each benchmarking approach: metrics, workloads, and measurement methodology. The second part focuses on different application areas, presenting contributions in specific fields of benchmark development. These contributions address the unique challenges that arise in the conception and development of benchmarks for specific systems or subsystems, and demonstrate how the foundations and concepts in the first part of the book are being used in existing benchmarks. Further,the book presents a number of concrete applications and case studies based on input from leading benchmark developers from consortia such as the Standard Performance Evaluation Corporation (SPEC) and the Transaction Processing Performance Council (TPC).
Inhaltsverzeichnis
Part I Foundations.- 1 Benchmarking Basics.- 2 Review of Basic Probability and Statistics.- 3 Metrics.- 4 Statistical Measurements.- 5 Experimental Design.- 6 Measurement Techniques.- 7 Operational Analysis and Basic Queueing Models.- 8 Workloads.- 9 Standardization.- Part II Applications.- 10 The SPEC CPU Benchmark Suite.- 11 Benchmarking the Energy Efficiency of Servers.- 12 Virtualization Benchmarks.- 13 Storage Benchmarks.- 14 TeaStore: A Micro-Service Reference Application for Research Use.- 15 Elasticity of Cloud Platforms.- 16 Performance Isolation.- 17 Resource Demand Estimation.- 18 Software and System Security.
Samuel Kounev is a Professor of Computer Science and Chair of Software Engineering at the University of Würzburg (Germany). He has been actively involved in the Standard Performance Evaluation Corporation (SPEC), the largest standardization consortium in the area of computer systems benchmarking, since 2002. He serves as the elected chair of the SPEC Research Group, which he initiated in 2010 with the goal of providing a platform for collaborative research efforts between academia and industry in the area of quantitative system evaluation. Samuel is also co-founder and Steering Committee Co-chair of several conferences in the field, including the ACM/SPEC International Conference on Performance Engineering (ICPE) and the IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS). He has published extensively in the area of systems benchmarking, modeling, and evaluation of performance, energy efficiency, reliability, and security.
ISBN-13:
9783030417055
Veröffentl:
2020
Seiten:
427
Autor:
Samuel Kounev
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
64,19 €*
Lieferzeit: Sofort lieferbar
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