ADAPTIVE UPGRADE TO COMPUTING SYSTEMS

摘要

An upgrade or update that is available to a deployed computing system (or deployment) under analysis is identified. Performance improvement metrics measured at similar deployments, that incorporated the identified update, are accessed to estimate a performance improvement metric corresponding to incorporating the identified update at the deployment under analysis.

主权项

1. A computing system, comprising:
a process modeling component configured to identify a set of deployed processes on a computing system under analysis; an applicable upgrade identification system configured to identify an applicable upgrade available to the computing system under analysis, based on the identified set of deployed processes; a machine learning system configured to access a measured performance metric corresponding to another computing system that incorporated the applicable upgrade and to generate a performance change metric indicative of an estimated change in a performance metric for the computing system under analysis, based on incorporation of the applicable upgrade into the computing system under analysis; and a recommendation engine that generates an upgrade recommendation that includes the applicable upgrade and the performance change metric.