Patent ID: 11888702
Assignee: CAZENA, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 0:
1. Apparatus associated with a cloud computing infrastructure, comprising:
one or more hardware processors;
computer memory holding computer program instructions executing in the one or more hardware processors, the computer program instructions operative to identify resources in the cloud computing infrastructure on which an analytics workload is to be executed by:
mapping a set of workload resource requirements onto a vector space, the workload resource requirements being represented in the vector space as graphical objects;
performing a cluster analysis on the graphical objects to identify, based on graphical objects that cluster with one another in the vector space, one or more analytics workloads requiring similar resources in the cloud computing infrastructure;
matching the set of workload resource requirements in a cluster against a set of resource bundling options available in the cloud computing infrastructure;
outputting descriptions of one or more resource bundling options that, based on the matching, will support the analytics workload; and
following an initial execution of the analytics workload with respect to a selected one of the resource bundling options, selectively right-sizing the selected resource bundling option.