Struct QuantumAnomalyDetector 

pub struct QuantumAnomalyDetector {
    pub detection_models: Arc<RwLock<HashMap<MetricType, AnomalyDetectionModel>>>,
    pub threshold_detectors: Arc<RwLock<HashMap<MetricType, ThresholdDetector>>>,
    pub ml_detectors: Arc<RwLock<HashMap<MetricType, MLAnomalyDetector>>>,
    pub correlation_analyzer: Arc<QuantumCorrelationAnalyzer>,
    pub severity_classifier: Arc<AnomalySeverityClassifier>,
}

Quantum anomaly detection system

Fields

detection_models: Arc<RwLock<HashMap<MetricType, AnomalyDetectionModel>>>

Anomaly detection models

threshold_detectors: Arc<RwLock<HashMap<MetricType, ThresholdDetector>>>

Threshold-based detectors

ml_detectors: Arc<RwLock<HashMap<MetricType, MLAnomalyDetector>>>

ML-based anomaly detection

correlation_analyzer: Arc<QuantumCorrelationAnalyzer>

Anomaly correlation analyzer

severity_classifier: Arc<AnomalySeverityClassifier>

Anomaly severity classifier

Implementations

impl QuantumAnomalyDetector

pub fn new(_config: &impl Debug) -> Self

impl QuantumAnomalyDetector

pub async fn start_analytics(&self) -> Result<()>

pub async fn stop_analytics(&self) -> Result<()>

pub async fn start_detection(&self) -> Result<()>

pub async fn stop_detection(&self) -> Result<()>

pub async fn start_prediction(&self) -> Result<()>

pub async fn stop_prediction(&self) -> Result<()>

pub async fn start_alerting(&self) -> Result<()>

pub async fn stop_alerting(&self) -> Result<()>

pub async fn initialize(&self) -> Result<()>

pub async fn get_status(&self) -> Result<ComponentStatus>

pub async fn get_health_score(&self) -> Result<f64>

impl QuantumAnomalyDetector

pub async fn get_recent_anomalies( &self, _time_window: Duration, ) -> Result<Vec<AnomalyResult>>

Trait Implementations

impl Debug for QuantumAnomalyDetector

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

Formats the value using the given formatter.