pub struct BackendOptimizer { /* private fields */ }Expand description
Backend optimizer for intelligent backend selection
Implementations§
Source§impl BackendOptimizer
impl BackendOptimizer
Sourcepub fn new(config: OptimizerConfig) -> Self
pub fn new(config: OptimizerConfig) -> Self
Create a new backend optimizer
Sourcepub async fn update_backend_performance(
&self,
backend_type: BackendType,
metrics: &StreamingMetrics,
) -> Result<()>
pub async fn update_backend_performance( &self, backend_type: BackendType, metrics: &StreamingMetrics, ) -> Result<()>
Update backend performance metrics
Sourcepub async fn analyze_workload_pattern(
&mut self,
events: &[StreamEvent],
) -> Result<WorkloadPattern>
pub async fn analyze_workload_pattern( &mut self, events: &[StreamEvent], ) -> Result<WorkloadPattern>
Analyze workload pattern from recent events
Sourcepub async fn recommend_backend(
&self,
pattern: &WorkloadPattern,
) -> Result<Vec<BackendRecommendation>>
pub async fn recommend_backend( &self, pattern: &WorkloadPattern, ) -> Result<Vec<BackendRecommendation>>
Get optimal backend recommendation for given workload
Sourcepub async fn train_predictor(
&mut self,
data_point: PerformanceDataPoint,
) -> Result<()>
pub async fn train_predictor( &mut self, data_point: PerformanceDataPoint, ) -> Result<()>
Train ML predictor with new performance data
Sourcepub async fn record_decision(
&self,
decision: OptimizationDecision,
) -> Result<()>
pub async fn record_decision( &self, decision: OptimizationDecision, ) -> Result<()>
Record optimization decision
Sourcepub async fn get_optimization_stats(&self) -> Result<OptimizationStats>
pub async fn get_optimization_stats(&self) -> Result<OptimizationStats>
Get optimization statistics
Auto Trait Implementations§
impl Freeze for BackendOptimizer
impl !RefUnwindSafe for BackendOptimizer
impl Send for BackendOptimizer
impl Sync for BackendOptimizer
impl Unpin for BackendOptimizer
impl !UnwindSafe for BackendOptimizer
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