US 12,001,312 B1
Data center monitoring and management operation for provisioning a data center asset using unstructured data
Vinay Sawal, Fremont, CA (US); Ratnesh Yadav, Kirkland, WA (US); and Kevin McClintock, Redmond, WA (US)
Assigned to Dell Products L.P., Round Rock, TX (US)
Filed by Dell Products L.P., Round Rock, TX (US)
Filed on Jul. 26, 2023, as Appl. No. 18/226,280.
Int. Cl. G06F 11/34 (2006.01); G06F 11/30 (2006.01)
CPC G06F 11/3433 (2013.01) [G06F 11/3006 (2013.01)] 14 Claims
OG exemplary drawing
 
1. A computer-implementable method for performing a data center monitoring and management operation, comprising:
receiving workload provisioning information associated with a data center asset, the workload provisioning information comprising a set of data elements;
identifying an anomalous data element from the set of workload provisioning elements;
remediating the anomalous data element to provide a remediated anomalous data element; and,
provisioning a component of information technology infrastructure using the workload provisioning information and the remediated anomalous data element; and wherein
the workload provisioning information is contained within a property bag, the property back containing a collection of workload provisioning information for use in performance of a workload provisioning operation;
elements contained within the property bag are modeled as a weighted graph;
the weighted graph is used when identifying the anomalous data element;
the weighted graph is processed to generate an associated adjacency matrix, the adjacency matrix providing an indication of relatedness of the elements contained within the property bag;
the adjacency matrix is transformed into a transition probability matrix; and
the transition probability matrix is used to determine an Eigenvector of the weighted graph.