Accelerating Recommender Systems via Hardware "scale-in".
Suresh KrishnaRavi KrishnaPublished in: CoRR (2020)
Keyphrases
- recommender systems
- collaborative filtering
- low cost
- scale space
- hardware and software
- matrix factorization
- real time
- computing systems
- hardware implementation
- computing power
- user modeling
- user model
- trust aware
- data acquisition
- user profiles
- computer systems
- neural network
- user preferences
- image structure
- small scale
- general purpose
- massively parallel
- multiscale
- image processing
- personalized recommendation
- data sparsity