StreamingConfig

optirs_core::streaming

Struct StreamingConfig 

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pub struct StreamingConfig {
Show 27 fields
    pub buffer_size: usize,
    pub latency_budget_ms: u64,
    pub adaptive_learning_rate: bool,
    pub drift_threshold: f64,
    pub drift_window_size: usize,
    pub gradient_compression: bool,
    pub compression_ratio: f64,
    pub async_updates: bool,
    pub max_staleness: usize,
    pub memory_efficient: bool,
    pub memory_budget_mb: usize,
    pub lr_adaptation: LearningRateAdaptation,
    pub adaptive_batching: bool,
    pub dynamic_buffer_sizing: bool,
    pub enable_priority_scheduling: bool,
    pub advanced_drift_detection: bool,
    pub enable_prediction: bool,
    pub qos_enabled: bool,
    pub multi_stream_coordination: bool,
    pub predictive_streaming: bool,
    pub stream_fusion: bool,
    pub advanced_qos_config: AdvancedQoSConfig,
    pub real_time_config: RealTimeConfig,
    pub pipeline_parallelism_degree: usize,
    pub adaptive_resource_allocation: bool,
    pub distributed_streaming: bool,
    pub processingpriority: StreamPriority,

}
Expand description

Streaming optimization configuration

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§buffer_size: usize

Buffer size for mini-batches

§latency_budget_ms: u64

Maximum latency budget (milliseconds)

§adaptive_learning_rate: bool

Enable adaptive learning rates

§drift_threshold: f64

Concept drift detection threshold

§drift_window_size: usize

Window size for drift detection

§gradient_compression: bool

Enable gradient compression

§compression_ratio: f64

Compression ratio (0.0 to 1.0)

§async_updates: bool

Enable asynchronous updates

§max_staleness: usize

Maximum staleness for asynchronous updates

§memory_efficient: bool

Enable memory-efficient processing

§memory_budget_mb: usize

Target memory usage (MB)

§lr_adaptation: LearningRateAdaptation

Learning rate adaptation strategy

§adaptive_batching: bool

Enable adaptive batching

§dynamic_buffer_sizing: bool

Dynamic buffer sizing

§enable_priority_scheduling: bool

Real-time priority levels

§advanced_drift_detection: bool

Advanced drift detection

§enable_prediction: bool

Predictive processing

§qos_enabled: bool

Quality of service guarantees

§multi_stream_coordination: bool

Enable multi-stream coordination

§predictive_streaming: bool

Enable predictive streaming algorithms

§stream_fusion: bool

Enable stream fusion optimization

§advanced_qos_config: AdvancedQoSConfig

Advanced QoS configuration

§real_time_config: RealTimeConfig

Real-time optimization parameters

§pipeline_parallelism_degree: usize

Pipeline parallelism degree

§adaptive_resource_allocation: bool

Enable adaptive resource allocation

§distributed_streaming: bool

Enable distributed streaming

§processingpriority: StreamPriority

Stream processing priority

Trait Implementations§

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impl Clone for StreamingConfig

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fn clone(&self) -> StreamingConfig

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for StreamingConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for StreamingConfig

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fn default() -> Self

Returns the “default value” for a type. Read more

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