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:
Aug. 07, 2018

Filed:

Dec. 22, 2015
Applicant:

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

Inventors:

Sinem Guven, New York, NY (US);

Karin Murthy, Bangalore, IN;

Larisa Shwartz, Scarsdale, NY (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/177 (2006.01); H04L 12/24 (2006.01); H04L 12/26 (2006.01); G06F 17/30 (2006.01); G06N 7/00 (2006.01); G06N 99/00 (2010.01);
U.S. Cl.
CPC ...
H04L 41/0813 (2013.01); G06F 17/3053 (2013.01); G06F 17/30327 (2013.01); G06N 7/005 (2013.01); G06N 99/005 (2013.01); H04L 41/5074 (2013.01); H04L 43/08 (2013.01);
Abstract

A method includes obtaining, from a service management database, one or more change tickets and one or more incident tickets relating to an information technology infrastructure, defining one or more change-incident pairs based on linkages between the incident tickets and the change tickets, identifying, from the change-incident pairs, one or more dimensions affecting outcomes of implementation of one or more change types, generating at least one recommendation for altering implementation of subsequent changes of a given change type to the information technology infrastructure based on the identified dimensions, applying the at least one recommendation to the implementation of one or more subsequent changes of the given change type to configuration items in the information technology infrastructure, monitoring the information technology infrastructure to determine outcomes of the subsequent changes of the given change type, and modifying the at least one recommendation responsive to the monitoring.


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