1.8 KiB
1.8 KiB
Optimize Performance
Optimize the performance of the following component in the MEV bot: $ARGUMENTS
Performance Optimization Strategy:
1. Profiling and Measurement
# CPU profiling
go tool pprof http://localhost:9090/debug/pprof/profile?seconds=30
# Memory profiling
go tool pprof http://localhost:9090/debug/pprof/heap
# Goroutine analysis
go tool pprof http://localhost:9090/debug/pprof/goroutine
# Mutex contention analysis
go tool pprof http://localhost:9090/debug/pprof/mutex
2. Optimization Areas
Concurrency Optimization
- Worker pool sizing and configuration
- Channel buffer optimization
- Goroutine pooling and reuse
- Lock contention reduction
- Context cancellation patterns
Memory Optimization
- Object pooling for frequent allocations
- Buffer reuse patterns
- Garbage collection tuning
- Memory leak prevention
- Slice and map pre-allocation
Algorithm Optimization
- Computational complexity reduction
- Data structure selection
- Caching strategies
- Lookup table implementation
3. MEV Bot Specific Optimizations
Transaction Processing
- Parallel transaction processing
- Event filtering optimization
- Batch processing strategies
Market Analysis
- Price calculation caching
- Pool data caching
- Historical data indexing
Implementation Guidelines:
- Measure before optimizing (baseline metrics)
- Focus on bottlenecks identified through profiling
- Maintain code readability and maintainability
- Add performance tests for regressions
- Document performance characteristics
Deliverables:
- Performance benchmark results (before/after)
- Optimized code with maintained functionality
- Performance monitoring enhancements
- Optimization documentation
- Regression test suite