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11/09/2022
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
We present RecD (Recommendation Deduplication), a suite of end-to-end in...
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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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01/25/2022
RecShard: Statistical Feature-Based Memory Optimization for Industry-Scale Neural Recommendation
We propose RecShard, a fine-grained embedding table (EMB) partitioning a...
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08/20/2021