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cs.DS2022★ 1 cited
Computing the Hit Rate of Similarity Caching
Younes Ben Mazziane, Sara Alouf, Giovanni Neglia +1
Similarity caching allows requests for an item \(i\) to be served by a similar item \(i'\). Applications include recommendation systems, multimedia retrieval, and machine learning.…
cs.DM2022★ 1 cited
A Formal Analysis of the Count-Min Sketch with Conservative Updates
Younes Ben Mazziane, Sara Alouf, Giovanni Neglia
Count-Min Sketch with Conservative Updates (CMS-CU) is a popular algorithm to approximately count items' appearances in a data stream. Despite CMS-CU's widespread adoption, the the…