EVStore: Storage and Caching Capabilities for Scaling Embedding Tables in Deep Recommendation Systems.
Daniar Heri KurniawanRuipu WangKahfi S. ZulkifliFandi A. WiranataJohn BentYmir VigfussonHaryadi S. GunawiPublished in: ASPLOS (2) (2023)
Keyphrases
- recommendation systems
- processing capabilities
- collaborative filtering
- user preferences
- recommender systems
- web search
- user modeling
- caching strategies
- data access
- user feedback
- search engine
- prefetching
- query processing
- response time
- database
- replacement policy
- recommendation quality
- social recommendation
- web search engines
- recommendation algorithms
- matrix factorization
- data hiding
- relational databases
- collaborative filtering recommendation algorithm