The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 26, 2017
Filed:
Oct. 20, 2015
International Business Machines Corporation, Armonk, NY (US);
James M. Caffrey, Woodstock, NY (US);
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Abstract
Embodiments include method, systems and computer program products for identifying unusual intervals in an information technology (IT) system. Aspects include training a log analysis system based on historical data for the IT system, the historical data including a plurality of intervals each having an interval anomaly score and receiving status messages from a plurality of pieces of IT equipment in the IT system. Aspects also include grouping the status messages into an interval and calculating an interval anomaly score for the interval and comparing the interval anomaly score with one or more priority level cutoffs created by the training and responsively generating an alert based on the comparison, wherein the alert indicates that the interval is unusual.