2 papers
cs.NI2023
Performance Model for Similarity Caching
Younes Ben Mazziane, Sara Alouf, Giovanni Neglia +1
Similarity caching allows requests for an item to be served by a similar item. Applications include recommendation systems, multimedia retrieval, and machine learning. Recently, ma…
cs.LG2023
No-Regret Caching with Noisy Request Estimates
Younes Ben Mazziane, Francescomaria Faticanti, Giovanni Neglia +1
Online learning algorithms have been successfully used to design caching policies with regret guarantees. Existing algorithms assume that the cache knows the exact request sequence…