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Scalable analysis of large-scale system logs for anomaly detection
(2019-05-30)
System logs provide information regarding the status of system components and various events that occur at runtime. This information can support fault detection, diagnosis and prediction activities. However, it is a ...
Reproducing field failures based on semi-formal failure scenario descriptions
(2015-06)
Due to the increasing size and complexity of software systems, it becomes hard to test these systems exhaustively. As a result, some faults can be left undetected. Undetected faults can lead to failures in deployed systems. ...
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