Feedback Control For Computer Systems May 2026

The primary objective of a feedback loop is to minimize the —the difference between a desired state ( Setpoint ) and the actual state ( Measured Output ). Setpoint (

): The algorithm that calculates what change to apply based on the error. Control Input ( Feedback Control for Computer Systems

): The lever the controller pulls (e.g., scaling server instances or adjusting cache size). The computer process being managed. Measured Output ( ): The actual current performance metric. 🛠️ The PID Controller: The Standard Algorithm The primary objective of a feedback loop is