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.
Patent No.:
Date of Patent:
Nov. 01, 2016
Filed:
Nov. 07, 2014
Accenture Global Services Limited, Dublin, IE;
Anuj Bhalla, Lake Hopatcong, NJ (US);
Madan Kumar Singh, Bangalore, IN;
Christopher Scott Lucas, Denver, CO (US);
Ravi Teja, Bangalore, IN;
Sachin Sehgal, Gurgaon, IN;
Mayank Kant, Bangalore, IN;
Sonal Bhutani, Bangalore, IN;
ACCENTURE GLOBAL SERVICES LIMITED, Dublin, IE;
Abstract
In an example, network node failures may be predicted by extracting performance metrics for the network nodes from a plurality of data sources. A fail condition may be defined for the network nodes and input variables related to the fail condition for the network nodes may then be derived from the extracted performance metrics. A plurality of models may then be trained to predict the fail condition for the network nodes using a training set from the extracted performance metrics with at least one of the identified input variables. Each of the plurality of trained models may be validated using a validation set from the extracted performance metrics and may be rated according to predefined criteria. As a result, a highest rated model of the validated models may be selected to predict the fail condition for the network nodes.