FlyCatcher infers 300 correct stateful runtime checkers from 400 tests across four systems, yielding 2.6x more correct checkers and 5.2x more error detections than prior work.
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EventADL introduces the first open-box framework for detecting anomalies and localizing root causes in cloud event data by learning semantic and frequency patterns from unlabeled historical events.
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EventADL: Open-Box Anomaly Detection and Localization Framework for Events in Cloud-Based Service Systems
EventADL introduces the first open-box framework for detecting anomalies and localizing root causes in cloud event data by learning semantic and frequency patterns from unlabeled historical events.