ClouDens detects cloud telemetry anomalies by partitioning metrics into status/aggregation subsets, building context-aware graphs, and forecasting with ST-GNNs, beating a GRU baseline on IBM Cloud data.
Performance anomaly detection using isolation-trees in hetero- geneous workloads of web applications in computing clouds,
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ClouDens: Operational Context-Aware Anomaly Detection for Large-scale Cloud System Monitoring
ClouDens detects cloud telemetry anomalies by partitioning metrics into status/aggregation subsets, building context-aware graphs, and forecasting with ST-GNNs, beating a GRU baseline on IBM Cloud data.