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Computer Science
DevOps and SRE
Performance Engineering and Optimization
1. Introduction to Performance Engineering
2. Fundamental Concepts and Metrics
3. Performance Engineering in the Software Development Lifecycle
4. Performance Modeling and Forecasting
5. Performance Testing Methodologies
6. System Monitoring and Observability
7. Performance Analysis and Tuning
8. Performance in Modern Architectures
9. Advanced Performance Topics
10. Tools and Technologies
11. Performance Engineering Best Practices
10.
Tools and Technologies
10.1.
Performance Testing Tools
10.1.1.
Open Source Tools
10.1.2.
Commercial Tools
10.1.3.
Cloud-based Testing Platforms
10.1.4.
Tool Selection Criteria
10.2.
Monitoring and APM Tools
10.2.1.
Application Performance Monitoring
10.2.2.
Infrastructure Monitoring
10.2.3.
Log Management
10.2.4.
Distributed Tracing Tools
10.3.
Profiling Tools
10.3.1.
Language-specific Profilers
10.3.2.
System-level Profilers
10.3.3.
Memory Profilers
10.3.4.
Network Profilers
10.4.
Analysis and Visualization Tools
10.4.1.
Performance Data Analysis
10.4.2.
Visualization Platforms
10.4.3.
Reporting Tools
10.4.4.
Dashboard Creation
10.5.
Automation and CI/CD Integration
10.5.1.
Performance Test Automation
10.5.2.
Continuous Performance Testing
10.5.3.
Performance Gates
10.5.4.
DevOps Integration
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9. Advanced Performance Topics
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11. Performance Engineering Best Practices