MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions.
Wenqi JiangZhenhao HeShuai ZhangThomas B. PreußerKai ZengLiang FengJiansong ZhangTongxuan LiuYong LiJingren ZhouCe ZhangGustavo AlonsoPublished in: MLSys (2021)
Keyphrases
- data structure
- algorithms and data structures
- recommender systems
- efficient solutions
- low cost
- efficient learning
- real time
- image processing
- bayesian networks
- space efficient
- cost effective
- bayesian inference
- user preferences
- low latency
- computing systems
- benchmark problems
- solution space
- computationally efficient
- collaborative filtering
- expert systems
- database systems
- neural network