Struct PredictiveLoadBalancer 

pub struct PredictiveLoadBalancer { /* private fields */ }

Predictive load balancer using machine learning-like predictions

Implementations

impl PredictiveLoadBalancer

pub fn new(_numworkers: usize) -> Self

Create new predictive load balancer

pub fn predict_execution_time(&self, taskfeatures: &TaskFeatures) -> Duration

Predict execution time for a task

pub fn assign_task(&self, taskfeatures: &TaskFeatures) -> usize

Assign task to optimal worker based on predicted load

pub fn update_model(&self, task_features: &TaskFeatures, actualtime: Duration)

Update model with actual execution time

pub fn update_worker_load(&self, worker_id: usize, completedtime: Duration)

Update worker load (when task completes)