conftrace_

deep learning recommendation

3 papers

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Co-occurring keywords

model compression (3302) embedding table pruning (1) sparse feature representation (1) training gradient (1) embedding compression (34) resource disaggregation (3) gpu fragmentation (1) capacity loaning (1) recommendation system (294) memory efficiency (261)

Papers

GPU-Disaggregated Serving for Deep Learning Recommendation Models at Scale NSDI 2025
AdaEmbed: Adaptive Embedding for Large-Scale Recommendation Models OSDI 2023
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation ACML 2023