Prediction of future views of video segments to optimize system resource utilization

摘要

Provided are devices, computer-program products, and methods for improved management of system resources in a matching system. For example, examples can increase the efficiency of system resource utilization by managing the duration that data related to video segments are retained based on data that takes into account an identified popularity of a video segment. The identified popularity can be determined by algorithms that take into account numbers of viewers who watched the video segment, ratings of the video segment, metrics derived from remote sources, or any other factor that can indicate likelihood that the video segment will be viewed.