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01/08/2023
FlexShard: Flexible Sharding for Industry-Scale Sequence Recommendation Models
Sequence-based deep learning recommendation models (DLRMs) are an emergi...
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06/06/2022
TPP: Transparent Page Placement for CXL-Enabled Tiered-Memory
The increasing demand for memory in hyperscale applications has led to m...
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04/12/2021
Software-Hardware Co-design for Fast and Scalable Training of Deep Learning Recommendation Models
Deep learning recommendation models (DLRMs) are used across many busines...
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01/23/2019