US 12,474,959 B2
Prioritizing resources for addressing impaired devices
Ofir Ezrielev, Beer Sheva (IL); Boris Shpilyuck, Ashdod (IL); Igor Dubrovsky, Beer Sheva (IL); and Nisan Haimov, Beer Sheva (IL)
Assigned to Dell Products L.P., Round Rock, TX (US)
Filed by Dell Products L.P., Round Rock, TX (US)
Filed on Jun. 30, 2023, as Appl. No. 18/345,327.
Prior Publication US 2025/0004823 A1, Jan. 2, 2025
Int. Cl. G06F 9/50 (2006.01); G06F 9/48 (2006.01); G06F 11/34 (2006.01)
CPC G06F 9/50 (2013.01) [G06F 9/4831 (2013.01); G06F 9/5005 (2013.01); G06F 11/3409 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A method for prioritizing resources in a deployment, the method comprising:
identifying an impairment of a device of a set of devices of the deployment that impacts at least one cooperative process to be performed by the deployment;
performing a temporary remediation of the device, based on the impairment, to enable performance of the cooperative process, the temporary remediation putting in place a temporary repair for the deployment that allows the performance of the cooperative process;
using a trained machine learning model to obtain prediction of a difference in an operation of the temporary remediation from operation of the device of the set of devices of the deployment while the cooperative process continues to be performed, and an uncertainty quantification for the prediction;
identifying a level of influence that the temporary repair has on the performance of the cooperative process;
establishing a prioritization for permanent repair of the device of the set of devices of the deployment based on the prediction, the uncertainty quantification, and the level of influence that the temporary repair has on the performance of the cooperative process; and
using limited resources of the deployment to permanently repair the device based on the prioritization.