18 citations · 24 across the 11 of their papers we have counts for
Showing 2021Show all
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cs.NI2021★ 1 cited
Ascent Similarity Caching with Approximate Indexes
T. Si-Salem, G. Neglia, D. Carra
Similarity search is a key operation in multimedia retrieval systems and recommender systems, and it will play an important role also for future machine learning and augmented real…
cs.NI2021★ 1 cited
Towards Inference Delivery Networks: Distributing Machine Learning with Optimality Guarantees
T. Si Salem, G. Castellano, G. Neglia +2
An increasing number of applications rely on complex inference tasks that are based on machine learning (ML). Currently, there are two options to run such tasks: either they are se…
cs.LG2021★ 3 cited
No-Regret Caching via Online Mirror Descent
T. Si Salem, G. Neglia, S. Ioannidis
We study an online caching problem in which requests can be served by a local cache to avoid retrieval costs from a remote server. The cache can update its state after a batch of r…