Active component driven computational server reliability and failure prevention system

Abstract

An approach for managing and minimized failure of one or more devices in a computerized cluster and/or vehicle infrastructure is disclosed. The proactive approach for mitigating such black swan events as it relate to hardware failures (e.g., servers, network, vehicle systems/architecture, etc.). The approach would proactively inactivate 'suspect' components (i.e., components that are completely functional in multiple systems) based on component vintage data from systems where components have failed or malfunctioned. A dedicated service is actively updating suspect components and their respective vintages spread across various systems. Furthermore, the approach backups components using different vintages are effectively utilized to avoid complete system failure.