Performance analysis is a critical process of evaluating system and application efficiency, identifying bottlenecks, and optimizing resource utilization.
1. Execution Time
- Wall-clock time
- CPU time
- System time
2. Resource Utilization
- CPU usage
- Memory consumption
- I/O operations
1. top
Command
top
2. htop
Interactive Process Viewer
sudo apt-get install htop
htop
perf stat ./your_program
perf record ./your_program
perf report
graph TD
A[Performance Analysis] --> B[Measurement]
A --> C[Identification]
A --> D[Optimization]
B --> E[Timing Tools]
B --> F[Resource Monitoring]
C --> G[Bottleneck Detection]
D --> H[Code Optimization]
D --> I[System Tuning]
Profiling Techniques
Technique |
Tool |
Purpose |
Sampling |
perf |
CPU usage |
Tracing |
strace |
System calls |
Instrumentation |
gprof |
Function-level analysis |
CPU Profiling
perf record -g ./your_program
perf report
Memory Profiling
valgrind --tool=massif ./your_program
Optimization Strategies
- Identify performance bottlenecks
- Analyze resource consumption
- Optimize critical code paths
- Use efficient algorithms
- Minimize system overhead
LabEx Learning Environment
LabEx offers hands-on performance analysis labs to develop practical skills in system optimization.
Conclusion
Effective performance analysis requires:
- Systematic approach
- Right tools
- Continuous monitoring
- Iterative optimization