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. 02, 2016

Filed:

Dec. 19, 2013
Applicant:

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

Inventors:

Jasmina Bogojeska, Adliswil, CH;

Ioana Giurgiu, Zurich, CH;

David Lanyi, Adliswil, CH;

Mario Lucic, Adliswil, CH;

Birgit Pfitzmann, Wettswil, CH;

George E. Stark, Lakeway, TX (US);

Dorothea Wiesmann, Oberrieden, CH;

Attorneys:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 15/18 (2006.01); G06N 5/04 (2006.01); G06N 5/02 (2006.01); G06N 99/00 (2010.01); G06N 7/00 (2006.01); G06K 9/62 (2006.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06K 9/6256 (2013.01); G06K 9/6269 (2013.01); G06N 5/025 (2013.01); G06N 7/005 (2013.01); G06N 99/005 (2013.01);
Abstract

In one embodiment, a computer-implemented method includes obtaining incident data related to a plurality of servers, including a first server. Configuration data is obtained for each of the plurality of servers. The configuration data includes information about a set of one or more configuration items of the first server. A predictive modeler is trained to predict incident characteristics, based at least in part on the incident data and the configuration data. A modification is selected to the set of configuration items of the first server. Predicted incident characteristics of the first server are simulated, by a computer processor, based on the selected modifications. It is recommended that the selected modifications be made to the first server if predetermined criteria are met by the simulation.


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