Systems Benchmarking For Scientists and Engineers /

This 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 benchm...

पूर्ण विवरण

में बचाया:
ग्रंथसूची विवरण
मुख्य लेखकों: Kounev, Samuel (लेखक), Lange, Klaus-Dieter (लेखक), von Kistowski, Jóakim (लेखक)
निगमित लेखक: SpringerLink (Online service)
स्वरूप: इलेक्ट्रोनिक ई-पुस्तक
भाषा:अंग्रेज़ी
प्रकाशित: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
संस्करण:2nd ed. 2025.
विषय:
ऑनलाइन पहुंच:https://doi.org/10.1007/978-3-031-85634-1
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विषय - सूची:
  • 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.