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cs.NI2024
Dynamic Content Caching with Waiting Costs via Restless Multi-Armed Bandits
Ankita Koley, Chandramani Singh
We consider a system with a local cache connected to a backend server and an end user population. A set of contents are stored at the the server where they continuously get updated…
cs.LG2024
Recommenadation aided Caching using Combinatorial Multi-armed Bandits
Pavamana K J, Chandramani Kishore Singh
We study content caching with recommendations in a wireless network where the users are connected through a base station equipped with a finite-capacity cache. We assume a fixed se…
cs.NI2024
Fresh Caching of Dynamic Contents using Restless Multi-armed Bandits
Ankita Koley, Chandramani Singh
We consider a dynamic content caching problem wherein the contents get updated at a central server, and local copies of a subset of contents are cached at a local cache associated…