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. 21, 2023
Filed:
Aug. 31, 2020
Dell Products, Lp, Round Rock, TX (US);
Mohammad Rafey, Bangalore, IN;
Hung The Dinh, Austin, TX (US);
Bijan Kumar Mohanty, Austin, TX (US);
Dell Products L.P., Round Rock, TX (US);
Abstract
A method may include receiving data from a device within a network, wherein the data is associated with one or more features of the device, and determining a subset of the features of the device that is associated with a runtime behavior of the device. The method may also perform a univariate analysis on a feature dataset that is associated with the subset of the features of the device, perform a multivariate analysis on the feature dataset that is associated with correlated features in the subset of the features, and generate a device signature based on the univariate analysis and the multivariate analysis. The method may also generate a predictive model based on the device signature, wherein the predictive model is trained on historical data of devices in the network, generate a device profile based on the predictive model that may be used to determine a device type and the runtime behavior of the device, and determine a segment of the network associated with the device based on the device type and the runtime behavior of the device.