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:
Dec. 02, 2014
Filed:
Jul. 19, 2012
Jayanta Basak, Bangalore, IN;
Vipul Mathur, Bangalore, IN;
Siddhartha Nandi, Bangalore, IN;
Srinivasan Narayanamurthy, Bangalore, IN;
Kaladhar Voruganti, Sunnyvale, CA (US);
Jayanta Basak, Bangalore, IN;
Vipul Mathur, Bangalore, IN;
Siddhartha Nandi, Bangalore, IN;
Srinivasan Narayanamurthy, Bangalore, IN;
Kaladhar Voruganti, Sunnyvale, CA (US);
NetApp, Inc., Sunnyvale, CA (US);
Abstract
A network server analyzes a change in the network, including performing a machine-learning analysis of an extrapolation space. The server accesses observed data from multiple counters that each record samples for a metric in the network. The server performs a CART (classification and regression tree) analysis of the observed data to select the counters whose metrics affect a target network performance, such as latency. The server estimates an extrapolation space based on the observed data for the selected counters. The server then performs a machine-learning analysis of the extrapolation space based on a kriging model of the selected counters.