The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 29, 2020
Filed:
May. 07, 2018
Oracle International Corporation, Redwood Shores, CA (US);
Dustin Garvey, Exeter, NH (US);
Amit Ganesh, San Jose, CA (US);
Timothy Mark Frazier, Livermore, CA (US);
Shriram Krishnan, Sr., Oakland, CA (US);
Uri Shaft, Fremont, CA (US);
Prasad Ravuri, San Jose, CA (US);
Sampanna Shahaji Salunke, Dublin, CA (US);
Sumathi Gopalakrishnan, Fremont, CA (US);
Oracle lnternational Corporation, Redwood Shores, CA (US);
Abstract
Techniques for analyzing, understanding, and remediating differences in configurations among many software resources are described herein. Machine learning processes are applied to determine a small feature set of parameters from among the complete set of parameters configured for each software resource. The feature set of parameters is selected to optimally cluster configuration instances for each of the software resources. Once clustered based on the values of the feature set of parameters, a graph is generated for each cluster of configuration instances that depicts the differences among the configuration instances within the cluster. An interactive visualization tool renders the graph in a user interface, and a management tool allows changes to the graph and changes to the configuration of one or more software resources.