Avoiding the Pitfalls of Autoscaling with Constant Work

This talk examines constant work as an alternative to on-demand autoscaling for managing regional outages and cascading failures. It covers implementation patterns, scale-cost tradeoffs, and a concrete system comparing both approaches.