Machine learning for systems management
AssigneeCloudVu, Inc.
InventorsKelly D. Phillipps, Richard W. Wellman, Milind D. Zodge, Bradley W. Jones
Life of this patent
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Abstract
An apparatus, system, method, and computer program product are disclosed for systems management. The method includes receiving user information and systems management data as machine learning inputs. The user information labels a state of one or more computing resources. The method includes recognizing a pattern, using machine learning, in the systems management data. The method includes modifying a configuration of a systems management system based on the labeled state and the recognized pattern.
Claims30
A method for systems management, the method comprising:
- receiving user information and systems management data as machine learning inputs, the user information labeling a state of one or more computing resources;
- recognizing a pattern, using machine learning, in the systems management data;
- and
- modifying a configuration of a systems management system based on the labeled state and the recognized pattern.
A computer program product comprising a computer readable storage medium storing computer usable program code executable to perform operations for systems management, the operations comprising:
- receiving user information and incident management data as machine learning inputs, the user information labeling a state of one or more computing resources;
- recognizing an incident in systems management data for the one or more computing resources based on the user information;
- and
- determining a destination for an incident management alert based on a pattern identified in the incident management data using machine learning.
An apparatus for systems management, the apparatus comprising:
- an input module configured to receive systems management data;
- a machine learning ensemble comprising a plurality of learned functions from multiple classes, the plurality of learned functions selected from a larger plurality of generated learned functions, the machine learning ensemble configured to recognize a pattern in the systems management data;
- and
- a result module configured to modify a configuration of a systems management system based on the recognized pattern.
A method for systems management, the method comprising:
- identifying a business activity based on input from a user;
- recognizing one or more patterns, using machine learning, in systems management data for a plurality of computing resources;
- and
- associating the identified business activity with one or more of the computing resources, using machine learning, based on the recognized one or more patterns.
A computer program product comprising a computer readable storage medium storing computer usable program code executable to perform operations for systems management, the operations comprising:
- receiving user information and systems management data as machine learning inputs, the user information identifying a state of one or more computing resources;
- recognizing a pattern, using machine learning, in the systems management data;
- and
- predicting an incident for the one or more computing resources based on the identified state and the recognized pattern.
Dependencies are inferred from the claim text.