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AutoScaler

trustformers_optim::advanced_distributed_features

Struct AutoScaler

pub struct AutoScaler { /* private fields */ }

Expand description

Auto-scaler for dynamic node management

Implementations§

impl AutoScaler

pub fn new(config: AutoScalerConfig) -> Self

pub fn with_min_nodes(self, min_nodes: usize) -> Self

Builder pattern for configuration

pub fn with_max_nodes(self, max_nodes: usize) -> Self

pub fn with_scaling_strategy(self, strategy: ScalingStrategy) -> Self

pub fn with_scale_up_threshold(self, threshold: f32) -> Self

pub fn with_scale_down_threshold(self, threshold: f32) -> Self

pub fn update_and_scale( &mut self, metrics: &PerformanceMetrics, ) -> Result<ScalingDecision>

Update performance metrics and decide on scaling

pub fn get_current_nodes(&self) -> usize

pub fn get_scaling_history(&self) -> &[ScalingEvent]

Auto Trait Implementations§

impl Freeze for AutoScaler

impl RefUnwindSafe for AutoScaler

impl Send for AutoScaler

impl Sync for AutoScaler

impl Unpin for AutoScaler

impl UnwindSafe for AutoScaler

Blanket Implementations§

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