Enabling Efficient Large Recommendation Model Training with Near CXL Memory Processing.
Haifeng LiuLong ZhengYu HuangJingyi ZhouChaoqiang LiuRunze WangXiaofei LiaoHai JinJingling XuePublished in: ISCA (2024)
Keyphrases
- real time
- probability distribution
- mathematical model
- management system
- information processing
- probabilistic model
- limited memory
- associative memory
- prediction model
- neural network model
- statistical model
- computational model
- collaborative filtering
- active learning
- recommender systems
- training set
- objective function
- training data
- high level
- information retrieval
- neural network