43 citations · 130 across the 27 of their papers we have counts for
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cs.LG2018★ 41 cited
Bandana: Using Non-volatile Memory for Storing Deep Learning Models
Assaf Eisenman, Maxim Naumov, Darryl Gardner +5
Typical large-scale recommender systems use deep learning models that are stored on a large amount of DRAM. These models often rely on embeddings, which consume most of the require…
cs.DC2018★ 1 cited
Live Recovery of Bit Corruptions in Datacenter Storage Systems
Amy Tai, Andrew Kryczka, Shobhit Kanaujia +6
Due to its high performance and decreasing cost per bit, flash is becoming the main storage medium in datacenters for hot data. However, flash endurance is a perpetual problem, and…