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Showing 1 to 2 of 2 for “"Computer system failures"”.
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Log file anomaly detection using knowledge graphs and graph neural networks
… this area is limited, and there is no end-to-end system that includes both KG generation and KGC for log-based anomaly detection. In this study, we present an end-to-end system that utilizes graph neural networks (GNNs) and KGC to detect anomalies in log files. The proposed system has two main …
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Record and vPlay: Problem Determination with Virtual Replay Across Heterogeneous Systems
… cause frail software to be released, application failures occurring in the field cost millions to the technical support organizations in personnel time. Since developers usually don't have direct access to the field environment for a variety of privacy and security reasons, problems are …