Re-exports§
pub use concept_drift::ConceptDriftDetector;pub use concept_drift::DriftDetectorConfig;pub use concept_drift::DriftEvent;pub use concept_drift::DriftStatus;pub use enhanced_adaptive_lr::AdaptationStatistics;pub use enhanced_adaptive_lr::AdaptiveLRConfig;pub use enhanced_adaptive_lr::EnhancedAdaptiveLRController;pub use low_latency::LowLatencyConfig;pub use low_latency::LowLatencyMetrics;pub use low_latency::LowLatencyOptimizer;pub use streaming_metrics::MetricsSample;pub use streaming_metrics::MetricsSummary;pub use streaming_metrics::StreamingMetricsCollector;
Modules§
Structs§
- Adaptive
Resource Manager - Adaptive resource manager
- Advanced
QoSConfig - Advanced Quality of Service configuration
- Advanced
QoSManager - Advanced QoS manager for quality of service guarantees
- Fused
Optimization Step - Fused optimization step
- Multi
Stream Coordinator - Multi-stream coordinator for synchronizing multiple data streams
- Pipeline
Execution Manager - Pipeline execution manager for parallel stream processing
- Pipeline
Stage - Pipeline stage
- Prediction
Model - Prediction model for streaming data
- Predictive
Streaming Engine - Predictive streaming engine for anticipating data patterns
- QoSStatus
- Quality of Service status
- RTOptimization
Result - Real-time optimization result
- RTOptimization
State - Real-time optimization state
- Real
Time Config - Real-time optimization configuration
- Real
Time Metrics - Real-time metrics
- Real
Time Optimizer - Real-time performance optimizer
- Resource
Allocation - Resource allocation result
- Resource
Constraints - Resource constraints
- Resource
Usage - Current resource usage
- Service
Level Objective - Service level objective
- Stage
Coordinator - Stage coordination
- Stage
Metrics - Stage metrics
- Stream
Config - Stream configuration for individual streams
- Stream
Fusion Optimizer - Stream fusion optimizer for combining multiple optimization streams
- Streaming
Config - Streaming optimization configuration
- Streaming
Data Point - Streaming data point
- Streaming
Health Status - Health status of streaming optimizer
- Streaming
Metrics - Streaming performance metrics
- Streaming
Optimizer - Streaming gradient descent optimizer
- Sync
Barrier - Synchronization barrier
Enums§
- Consensus
Algorithm - Consensus algorithms for distributed optimization
- Coordination
Strategy - Coordination strategies for pipeline stages
- Fusion
Strategy - Fusion strategies for combining optimization streams
- Interrupt
Strategy - Interrupt handling strategies for real-time processing
- Learning
Rate Adaptation - Learning rate adaptation strategies for streaming
- Load
Balancing Strategy - Load balancing strategies for multi-stream processing
- QoSMetric
- Quality of Service metrics
- QoSViolation
- Quality of Service violation types
- Resource
Allocation Strategy - Resource allocation strategies
- Resource
Reservation Strategy - Resource reservation strategies
- Stream
Priority - Stream processing priority levels