The Architectural Implications of Facebook's DNN-Based Personalized Recommendation.
Udit GuptaCarole-Jean WuXiaodong WangMaxim NaumovBrandon ReagenDavid BrooksBradford CottelKim M. HazelwoodMark HempsteadBill JiaHsien-Hsin S. LeeAndrey MalevichDheevatsa MudigereMikhail SmelyanskiyLiang XiongXuan ZhangPublished in: HPCA (2020)
Keyphrases
- personalized recommendation
- collaborative filtering
- recommender systems
- social media
- user interests
- collaborative recommendation
- social networks
- social bookmarking
- user profiling
- user feedback
- user preferences
- social networking
- collaborative filtering recommendation
- web users
- information overload
- online social networks
- recommendation algorithms
- recommendation systems
- cold start problem
- xml documents
- retrieval systems
- user profiles
- knowledge discovery