RM-SSD: In-Storage Computing for Large-Scale Recommendation Inference.
Xuan SunHu WanQiao LiChia-Lin YangTei-Wei KuoChun Jason XuePublished in: HPCA (2022)
Keyphrases
- solid state
- recommender systems
- small scale
- data storage
- bayesian networks
- real life
- collaborative filtering
- random access
- real world
- storage and retrieval
- file system
- probabilistic inference
- storage requirements
- inference engine
- recommendation systems
- user feedback
- user preferences
- inference process
- web scale
- inference control
- storage management
- real time
- storage space
- bayesian inference
- belief networks
- learning algorithm
- databases