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03/14/2022
Hercules: Heterogeneity-Aware Inference Serving for At-Scale Personalized Recommendation
Personalized recommendation is an important class of deep-learning appli...
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09/02/2021
NVMExplorer: A Framework for Cross-Stack Comparisons of Embedded Non-Volatile Memories
Repeated off-chip memory accesses to DRAM drive up operating power for d...
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11/04/2020
Understanding Capacity-Driven Scale-Out Neural Recommendation Inference
Deep learning recommendation models have grown to the terabyte scale. Tr...
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12/30/2019