Reinforcement Learning for Caching with Space-Time Popularity Dynamics

https://arxiv.org/abs/2005.09155

Abstract

• Challenging to develop effective caching policies:

  • Geographical and temporal content popularity dynamics

  • Limited available storage at cache nodes

  • Interactive influence of caching decisions in networked caching settings