iMARS: an in-memory-computing architecture for recommendation systems.
Mengyuan LiAnn Franchesca LagunaDayane ReisXunzhao YinMichael T. NiemierX. Sharon HuPublished in: DAC (2022)
Keyphrases
- recommendation systems
- collaborative filtering
- user preferences
- recommender systems
- memory management
- web search
- social recommendation
- management system
- search engine
- personalized recommendation
- user modeling
- recommendation quality
- memory requirements
- associative memory
- recommendation algorithms
- collaborative filtering recommendation algorithm
- user feedback
- memory hierarchy
- hardware implementation
- memory access
- main memory
- web documents
- language model