Auto-scaling is a cloud computing service feature that automatically adjusts the number of compute resources allocated to applications based on demand, thus optimizing performance and cost-efficiency. This dynamic scaling ensures that resources are available for high traffic periods while minimizing idle capacity during low usage times.