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AN APPROACH FOR ANALYSIS OF LOGS FROM A COMPLEX PHYSICAL EQUIPMENT
AN APPROACH FOR ANALYSIS OF LOGS FROM A COMPLEX PHYSICAL EQUIPMENT
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机译：一种分析复杂物理设备的日志的方法
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摘要
A computer-implemented method for analyzing log files generated by complex physical equipment includes receiving one or more log file generated by one or more components of physical equipment. Each of the log files comprises one or more log entries. A plurality of templates are extracted from each log file describing fixed portions of the log entries. The log entries are grouped in log files into a plurality of instances. Each instance corresponds to one of a plurality of partitions along one or more dimensions describing data in the log entries. A representation of each instance is created that describes a set of the templates included in the instance. A plurality of clusters are generated by applying a clustering process to the representations of the instances. A visual depiction of the clusters and the instances may then be created in a graphical user interface (GUI).
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