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001 978-3-030-41705-5
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007 cr nn 008mamaa
008 211222s2020 sz | s |||| 0|eng d
020 _a9783030417055
_9978-3-030-41705-5
024 7 _a10.1007/978-3-030-41705-5
_2doi
050 4 _aQA76.9.E94
072 7 _aUYD
_2bicssc
072 7 _aCOM011000
_2bisacsh
072 7 _aUYD
_2thema
082 0 4 _a004.24
_223
100 1 _aKounev, Samuel.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aSystems Benchmarking
_h[electronic resource] :
_bFor Scientists and Engineers /
_cby Samuel Kounev, Klaus-Dieter Lange, Jóakim von Kistowski.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXXVII, 427 p. 95 illus., 49 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aPart 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.
520 _aThis book serves as both a textbook and handbook on the benchmarking of systems and components used as building blocks of modern information and communication technology applications. It provides theoretical and practical foundations as well as an in-depth exploration of modern benchmarks and benchmark development. 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). Providing both practical and theoretical foundations, as well as a detailed discussion of modern benchmarks and their development, the book is intended as a handbook for professionals and researchers working in areas related to benchmarking. It offers an up-to-date point of reference for existing work as well as latest results, research challenges, and future research directions. It also can be used as a textbook for graduate and postgraduate students studying any of the many subjects related to benchmarking. While readers are assumed to be familiar with the principles and practices of computer science, as well as software and systems engineering, no specific expertise in any subfield of these disciplines is required. “This book should be required reading for anyone interested in making good benchmarks.” – from the Foreword by David Patterson, 2017 ACM A.M. Turing Award Laureate.
650 0 _aElectronic digital computers
_xEvaluation.
650 0 _aSoftware engineering.
650 0 _aSoftware engineering
_xManagement.
650 1 4 _aSystem Performance and Evaluation.
650 2 4 _aSoftware Engineering.
650 2 4 _aSoftware Management.
700 1 _aLange, Klaus-Dieter.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _avon Kistowski, Jóakim.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030417048
776 0 8 _iPrinted edition:
_z9783030417062
776 0 8 _iPrinted edition:
_z9783030417079
856 4 0 _uhttps://doi.org/10.1007/978-3-030-41705-5
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c174920
_d174920