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:
Jun. 24, 2025
Filed:
Mar. 15, 2022
Dell Products L.p., Round Rock, TX (US);
Parminder Singh Sethi, Ludhiana, IN;
Lakshmi Saroja Nalam, Bangalore, IN;
Vasanth Sathyanarayanan, Bangalore, IN;
Dell Products L.P., Round Rock, TX (US);
Abstract
A method comprises generating a plurality of device trees for respective ones of a plurality of devices. The plurality of device trees respectively comprise a plurality of nodes corresponding to a device, one or more components of the device and one or more alerts associated with the one or more components. In the method, weights are assigned to the plurality of nodes of the plurality of device trees, and rates of degradation for the respective ones of the plurality of devices are computed based, at least in part, on the assigned weights. Workloads for the respective ones of the plurality of devices are predicted using one or more machine learning models, and a ranking of the respective ones of the plurality of devices is generated based, at least in part, on at least one of the rates of degradation and the predicted workloads.