Dell Products Inc.

Ratnesh Yadav

Vinay Sawal

Muzhar S Khokhar

Rajini Ramachandran Karthik

Kevin McClintock

Andrea Roggerone

Methods and systems for managing operation of data processing systems are disclosed. A management system may obtain resource data based on operation of the data processing systems while using resources managed by the management system. The resource data may be semantically enhanced based on ontology definitions and represented as a graph structure. The graph structure may be used by a graph inference model (e.g., a graph neural network) to obtain predicted tags for the resources. The graph inference model may be based on a plurality of graph structures that may provide information regarding generalized relationships between at least the resources. The predicted tags may be used by the management system to update operation of the data processing systems.

Managing resources using a graph inference model to infer tags

A system, method, and computer-readable medium for performing a data center monitoring and management operation. The data center monitoring and management operation includes: 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.

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Kirkland, WA, United States of America

Ratnesh Yadav