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An underinvested area by tools vendors is syslog. Specifically, use of syslog as a real-time data source for anomaly detection. Augtera has a rich syslog solution that includes real-time classifiers, easy/fast-add classifiers, and rate change anomalies. Recently, Augtera announced an industry first, real-time natural language processing (NLP) for syslog, based on Augtera’s own NLP algorithms. This capability allows Augtera to identify semantically new syslog messages in real-time, so they can be flagged to operations for inspection, and potential classification as anomalies. Operations teams can now sleep well knowing that new incident types will be detected and reported before they become persistent sources of failures and/or performance degradation.
Personnel: Bhupesh Kothari, Jim Meehan, John Heintz
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