Performance Optimization

Threading System

• Non-blocking GUI operations

• Parallel CPU-intensive processing

• Thread pool management

• Progress reporting

Memory Management

• LRU caching for data arrays

• Lazy loading of SAXS data

• Memory usage monitoring

• Automatic cleanup

I/O Operations

• HDF5 connection pooling

• Batch reading operations

• Cached metadata access

Scientific Computing

• NumPy-optimized operations

• Multiprocessing for correlation analysis

• Parallel file processing

• Vectorized algorithms