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.

Date of Patent:
Nov. 09, 2021

Filed:

Feb. 05, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Hariharan Krishna, Hyderabad, IN;

Arun Ramakrishnan, Chennai, IN;

Rohit Shetty, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06F 8/70 (2018.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3664 (2013.01); G06F 8/70 (2013.01); G06F 11/368 (2013.01); G06F 11/3612 (2013.01); G06F 11/3676 (2013.01); G06F 11/3688 (2013.01); G06F 11/3692 (2013.01); G06N 5/025 (2013.01);
Abstract

Embodiments of the present invention enable users to extract knowledge from testing scenarios performed during application development, and later employ that knowledge to interpret application usage scenarios to enhance serviceability of applications by expediting identification and solving of problems. In an exemplary embodiment, log data generated during simulation of test cases is analyzed to create one or more rules based on patterns in which one or more log entries appear in the log data. Later, log data may be analyzed to look for a pattern of log entries that matches a pattern-based rule, thereby facilitating faster identification and resolution of the problem.


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