AI AGENT FOR PRE-BUILD CONFIGURATION OF CLOUD SERVICES

Organization Name

Microsoft Technology Licensing, LLC

Inventor(s)

Rajeev Sudhakar Bhopi of Mercer Island WA US

Yiwen Zhu of San Francisco CA US

Helen Mary Serr of Boston MA US

Jonah Karpman of San Diego CA US

Matthew Joseph Gleeson of New York NY US

Nicholas Kent Glaze of Cambridge MA US

Subramaniam Venkatraman Krishnan of San Jose CA US

Irwin Hollar Mcneely, Iii of Cambridge MA US

AI AGENT FOR PRE-BUILD CONFIGURATION OF CLOUD SERVICES

This abstract first appeared for US patent application 20250123939 titled 'AI AGENT FOR PRE-BUILD CONFIGURATION OF CLOUD SERVICES

Original Abstract Submitted

example solutions provide an artificial intelligence (ai) agent for pre-build configuration of cloud services in order to enable the initial build of a computational resource (e.g., in a cloud service) to minimize the likelihood of excessive throttling or slack. examples leverage prior-existing utilization data and project metadata to identify similar use cases. the utilization data includes capacity information and resource consumption information (e.g., throttling and slack) for prior-existing computational resources, and the project metadata includes information for hierarchically categorization, to identify similar resources. a pre-build configuration is generated for the customer's resource, which the customer may tune based upon the customer's preferences for a cost and performance balance point.