Module realtime_performance_adaptation 

Real-time performance adaptation system for ODE solvers

This module provides cutting-edge real-time performance monitoring and adaptive optimization capabilities. It continuously monitors solver performance and automatically adjusts algorithms, parameters, and resource allocation to maintain optimal performance in dynamic computing environments.

Features:

• Real-time performance metric collection and analysis
• Adaptive algorithm switching based on problem characteristics
• Dynamic resource allocation and load balancing
• Predictive performance modeling and optimization
• Machine learning-based parameter tuning
• Anomaly detection and automatic recovery

Re-exports

pub use algorithm_selector::*;

pub use anomaly_detector::*;

pub use config_adapter::*;

pub use monitor::*;

pub use predictor::*;

pub use resource_manager::*;

pub use types::*;

Modules

algorithm_selector

Adaptive algorithm selection implementation

anomaly_detector

Performance anomaly detection implementation

config_adapter

Configuration adaptation implementation

monitor

Performance monitoring implementation

predictor

Performance prediction implementation

resource_manager

Dynamic resource management implementation

types

Type definitions for real-time performance adaptation system