Struct BehavioralProfiling 

pub struct BehavioralProfiling { /* private fields */ }

Behavioral profiling kernel.

Extracts behavioral features from user event streams to build a behavioral baseline profile.

Implementations

impl BehavioralProfiling

pub fn new() -> Self

Create a new behavioral profiling kernel.

pub fn compute( user_id: u64, events: &[UserEvent], feature_config: &FeatureConfig, ) -> ProfilingResult

Extract behavioral profile from user events.

Arguments

• user_id - The user ID to profile
• events - Historical events for the user
• feature_config - Feature extraction configuration

pub fn build_profile( result: &ProfilingResult, timestamp: u64, ) -> BehaviorProfile

Build a full behavior profile from profiling result.

Trait Implementations

impl Clone for BehavioralProfiling

fn clone(&self) -> BehavioralProfiling

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for BehavioralProfiling

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

Formats the value using the given formatter.

impl Default for BehavioralProfiling

fn default() -> Self

Returns the “default value” for a type.

impl GpuKernel for BehavioralProfiling

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.