RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns.
Zaifeng PanZhen ZhengFeng ZhangRuofan WuHao LiangDalin WangXiafei QiuJunjie BaiWei LinXiaoyong DuPublished in: ASPLOS (4) (2023)
Keyphrases
- high level
- mathematical model
- bayesian model
- probabilistic model
- theoretical analysis
- computational model
- experimental data
- formal model
- random fields
- prior knowledge
- markov chain
- parameter estimation
- theoretical framework
- social networks
- probabilistic inference
- bayesian inference
- recommendation systems
- inference mechanism