Patent attributes
A content management system to optimize delivery of multimedia content to user devices in a subscriber network is provided. The system generates a set of telemetry data by monitoring selections of multimedia content instances by subscribers of a subscriber network at a set of edge servers of the subscriber network. The system generates a data consumption model based on the set of telemetry data. The system anticipates a set of multimedia content instances for a current time interval by using the generated data consumption model to identify the anticipated set of media content instances for the current time interval. The system caches the anticipated set of multimedia content instances from one or more network sources. The system provides the cached content instances to one or more subscribers in response to multimedia content selections from the subscribers for the current time interval.