Data center monitoring and management operation for provisioning a data center asset using unstructured data

A system comprising:

• a processor;
• a data bus coupled to the processor;
• and,
• a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the processor and configured for:
• 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.

A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:

• 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.