Ellie Wen
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| title | conference | date |
|---|---|---|
| QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Real-time personalization for terabyte-scale recommendation embeddings reduces published bandwidth by over 13x while matching a fully fresh model’s accuracy… | ||
| AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models | OSDI 2023 | 2023-07-10 |
AdaEmbed is a system that performs in-training embedding pruning for DLRMs, ranking billions of embedding rows by runtime access frequency and a moving average… | ||
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