Module performance_optimizer 

Advanced Performance Optimizer

High-performance optimizations for achieving 100K+ events/second throughput with <10ms latency. Implements advanced batching, memory pooling, zero-copy operations, and parallel processing optimizations.

Modules

• config: Configuration structures for performance optimization
• memory: Memory management and pooling
• batching: Adaptive batching for throughput optimization
• ml: Machine learning components for performance prediction
• compression: Compression and bandwidth optimization
• parallel: Parallel processing optimizations

Performance Targets

• Throughput: 100K+ events/second sustained
• Latency: P99 <10ms for real-time processing
• Memory: Efficient memory usage with pooling
• CPU: Optimal CPU utilization with parallel processing

Re-exports

pub use batching::AdaptiveBatcher;

pub use batching::BatchPerformancePoint;

pub use batching::BatchSizePredictor;

pub use batching::BatchingStats;

pub use config::BatchConfig;

pub use config::CompressionAlgorithm;

pub use config::CompressionConfig;

pub use config::EnhancedMLConfig;

pub use config::LoadBalancingStrategy;

pub use config::MemoryPoolConfig;

pub use config::ParallelConfig;

pub use config::PerformanceConfig;

pub use memory::AllocationStrategy;

pub use memory::MemoryHandle;

pub use memory::MemoryPool;

pub use memory::MemoryPoolStats;

pub use ml::ConfigParams;

pub use ml::LinearRegressionModel;

pub use ml::ModelStats;

pub use ml::PerformanceMetrics;

pub use ml::PerformancePredictor;

Modules

batching

Adaptive batching for performance optimization

config

Performance optimization configuration

memory

Memory management and pooling for performance optimization

ml

Machine Learning Components for Performance Optimization

Structs

AutoTuner

Auto-tuner for performance parameters

ProcessingResult

Processing result for batch operations

ProcessingStats

Processing statistics

TuningDecision

Tuning decision for performance optimization

ZeroCopyEvent

Zero-copy event wrapper for efficient processing

Enums

AggregationFunction

Aggregation function for batch processing

ProcessingStatus

Processing status