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US Patent 10528407 Integrated statistical log data mining for mean time auto-resolution

Patent 10528407 was granted and assigned to VMware on January, 2020 by the United States Patent and Trademark Office.

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Is a
Patent
Patent

Patent attributes

Patent Applicant
VMware
VMware
Current Assignee
VMware
VMware
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
10528407
Date of Patent
January 7, 2020
Patent Application Number
15701468
Date Filed
September 12, 2017
Patent Citations
‌
US Patent 10013655 Artificial intelligence expert system for anomaly detection
‌
US Patent 10120748 Fault management service in a cloud
Patent Citations Received
‌
US Patent 11966699 Intent classification using non-correlated features
0
Patent Primary Examiner
‌
Abu Zar Ghaffari
Patent abstract

A method may include generating, by a diagnosis manager, a plurality of pre-processed files based on a plurality of log files containing operational information related to one or more of the plurality of modules operating in the cloud environment. The method may include generating a set of weightage matrices based on a plurality of tokens extracted from the plurality of pre-processed files, and identifying a plurality of clusters based on the set of weightage matrices. The method may further include determining, by a resolution manager coupled with the diagnosis manager, an operational issue for a specific module selected from the plurality of modules and associated with a specific cluster selected from the plurality of clusters, based on the subset of tokens associated with the specific cluster; and performing a predefined action on the specific module based on the operational issue.

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