187 citations · 513 across the 24 of their papers we have counts for
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cs.DC2020★ 1 cited
Srifty: Swift and Thrifty Distributed Training on the Cloud
Liang Luo, Peter West, Arvind Krishnamurthy +1
Finding the best VM configuration is key to achieve lower cost and higher throughput, two primary concerns in cloud-based distributed neural network (NN) training today. Optimal VM…
cs.DC2020
Enumerating Hardware-Software Splits with Program Rewriting
Gus Smith, Zachary Tatlock, Luis Ceze
A core problem in hardware-software codesign is in the sheer size of the design space. Without a set ISA to constrain the hardware-software interface, the design space explodes. Th…