System for the autonomous control of cloud infrastructure operations with self-adaptive control policies

Abstract

A system for the autonomous control of cloud infrastructure operations, encompassing an operational telemetry acquisition unit that captures state-dependent infrastructure signals from multiple logical and physical cloud layers in real time, a rule-based control policy synthesis unit that generates an up-to-date operational control policy from the captured infrastructure signals, a policy evolution interface that continuously identifies discrepancies between predicted and actual infrastructure effects, and an autonomous execution unit that independently performs infrastructural control actions based on the respective synthesized control policy, whereby the control policy is not stored as a static set of rules, but exists as a dynamically reconfigurable control structure whose internal weighting, prioritization and activation logic is changed during the ongoing cloud operation without external rule definition.