Struct EventCorrelationKernel 

pub struct EventCorrelationKernel { /* private fields */ }

Event correlation kernel.

Identifies correlated events based on temporal, user, session, device, and location relationships.

Implementations

impl EventCorrelationKernel

pub fn new() -> Self

Create a new event correlation kernel.

pub fn compute( event: &UserEvent, all_events: &[UserEvent], config: &CorrelationConfig, ) -> CorrelationResult

Find correlations for an event.

Arguments

• event - The event to find correlations for
• all_events - Pool of events to correlate against
• config - Correlation configuration

pub fn compute_batch( events: &[UserEvent], config: &CorrelationConfig, ) -> Vec<CorrelationResult>

Batch correlation analysis for multiple events.

pub fn detect_causal_correlations( events: &[UserEvent], config: &CorrelationConfig, ) -> Vec<EventCorrelation>

Detect causal correlations (A causes B pattern).

pub fn find_strongly_correlated( events: &[UserEvent], required_types: &[CorrelationType], ) -> Vec<(u64, u64, f64)>

Find events correlated by all specified types.

Trait Implementations

impl Clone for EventCorrelationKernel

fn clone(&self) -> EventCorrelationKernel

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for EventCorrelationKernel

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

Formats the value using the given formatter.

impl Default for EventCorrelationKernel

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for EventCorrelationKernel

fn metadata(&self) -> &KernelMetadata

Returns the kernel metadata.

fn validate(&self) -> Result<(), KernelError>

Validate kernel configuration.

fn id(&self) -> &str

Returns the kernel ID.

fn requires_gpu_native(&self) -> bool

Returns true if this kernel requires GPU-native execution.

fn health_check(&self) -> HealthStatus

Perform a health check on this kernel.

fn shutdown(&self) -> Result<(), KernelError>

Graceful shutdown of the kernel.

fn refresh_config(&mut self, _config: &KernelConfig) -> Result<(), KernelError>

Refresh kernel configuration at runtime.