research
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02/22/2023
DISCO: Distributed Inference with Sparse Communications
Deep neural networks (DNNs) have great potential to solve many real-worl...
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research
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12/30/2022
LeaFTL: A Learning-Based Flash Translation Layer for Solid-State Drives
In modern solid-state drives (SSDs), the indexing of flash pages is a cr...
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11/26/2018
Noisy Computations during Inference: Harmful or Helpful?
We study two aspects of noisy computations during inference. The first a...
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07/17/2018
