Description

Book Synopsis

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 CPU Benchmarks.- 11 Server Energy Efficiency Benchmarks.- 12 Virtualization Benchmarks.- 13 Storage Benchmarks.- 14 PC, Workstation, Graphics, and Network Benchmarks.- 15  Microservice Application Benchmarks.- 16 Machine Learning and Artificial Intelligence.- 17 Scalability of Networks and Systems.- 18 Elasticity of Cloud Platforms.- 19 Performance Isolation.- 20 Resource Demand Estimation.- 21 Software and System Security.

Systems Benchmarking

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    A Hardback by Samuel Kounev

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      Book details

      Publisher Springer Nature
      Published 4 April 2025
      ISBN-13 9783031856334
      978-3031856334
      ISBN-10 3031856333
      Also in:
      Systems analysis and design

      Description

      Book Synopsis

      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 CPU Benchmarks.- 11 Server Energy Efficiency Benchmarks.- 12 Virtualization Benchmarks.- 13 Storage Benchmarks.- 14 PC, Workstation, Graphics, and Network Benchmarks.- 15  Microservice Application Benchmarks.- 16 Machine Learning and Artificial Intelligence.- 17 Scalability of Networks and Systems.- 18 Elasticity of Cloud Platforms.- 19 Performance Isolation.- 20 Resource Demand Estimation.- 21 Software and System Security.

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