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:
Feb. 25, 2020

Filed:

Mar. 23, 2018
Applicant:

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

Inventors:

Goldy Mathew Aloysious, Bengaluru, IN;

Awadesh Tiwari, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/34 (2006.01); G06F 11/07 (2006.01); G06N 5/02 (2006.01); G06F 16/21 (2019.01);
U.S. Cl.
CPC ...
G06F 11/0793 (2013.01); G06F 11/0709 (2013.01); G06F 11/0772 (2013.01); G06F 16/219 (2019.01); G06N 5/02 (2013.01);
Abstract

A computer-implemented method, system, and non-transitory computer program product for fault handling for an information technology system. Historical data for the information technology system is read from a database. A continued fraction model is applied to the historical data to generate spatial metrics. Real-time parameters for the information technology system are received. Jacobian modeling is applied to the real-time parameters to generate state space metrics. The spatial metrics and the state space metrics are combined using a recurrent space transformer to identify an actionable event in the information technology system. The recurrent space transformer maps the spatial metrics and the state space metrics to a common space. An alert is generated in response to identifying the actionable event in the information technology system.


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