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cs.AR2022
ORCA: A Network and Architecture Co-design for Offloading us-scale Datacenter Applications
Yifan Yuan, Jinghan Huang, Yan Sun +7
Responding to the "datacenter tax" and "killer microseconds" problems for datacenter applications, diverse solutions including Smart NIC-based ones have been proposed. Nonetheless,…
cs.DC2022★ 24 cited
Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers
Youjie Li, Amar Phanishayee, Derek Murray +2
Deep neural networks (DNNs) have grown exponentially in size over the past decade, leaving only those who have massive datacenter-based resources with the ability to develop and tr…