Measuring Computer Performance A Practitioner’s Guide 1st Edition by David Lilja ISBN 1555540775 9781555540773

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Product details:

ISBN 10:       1555540775
ISBN 13: 978-1555540773
Author:         David J. Lilja

Measuring Computer Performance A Practitioner’s Guide 1st Table of contents:

1. Introduction

• The Need for Performance Measurement
• Goals of Performance Measurement
• Overview of Performance Metrics

2. Fundamentals of Performance Measurement

• What is Computer Performance?
• Performance Metrics: Definitions and Types
• Throughput, Latency, and Response Time
• Amdahl’s Law and Its Implications

3. Measurement Tools and Techniques

• Benchmarking Tools
• Profiling Tools
• Performance Counters
• Sampling Techniques

4. System Performance in Practice

• Measuring CPU Performance
• Memory Performance
• Disk and I/O Performance
• Network Performance

5. Performance Bottlenecks

• Identifying and Analyzing Bottlenecks
• The Impact of Bottlenecks on System Performance
• Case Studies of Common Bottlenecks

6. Performance Optimization Strategies

• Software-Level Optimization
• Hardware-Level Optimization
• Balancing Load and Multithreading
• Caching and Data Locality

7. Performance Evaluation for Distributed Systems

• Network Performance and Latency
• Distributed Computing and Scalability
• Load Balancing in Distributed Systems
• Measuring Performance in Cloud Computing

8. Case Studies in Performance Measurement

• Real-World Examples of Performance Measurement
• Best Practices from Industry
• Lessons Learned from Performance Tuning

9. Future Trends in Performance Measurement

• Evolving Technology and Its Impact on Performance
• Big Data and Machine Learning Performance
• The Role of AI in Performance Optimization

10. Conclusion

• Key Takeaways
• Challenges and Opportunities in Performance Measurement

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