Organizations delivering content on a global scale rely on distributed edge networks to cache and serve billions of requests daily. These architectures depend on highly aggressive Time-To-Live (TTL) configurations to maximize performance and minimize origin load. On a cache miss, the network falls through to the origin to retrieve the requested content.