FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters.
Wenqi JiangZhenhao HeShuai ZhangKai ZengLiang FengJiansong ZhangTongxuan LiuYong LiJingren ZhouCe ZhangGustavo AlonsoPublished in: KDD (2021)
Keyphrases
- real time
- clustering algorithm
- real world
- low cost
- high speed
- small scale
- hardware implementation
- collaborative filtering
- data clustering
- hierarchical clustering
- fuzzy clustering
- recommender systems
- parallel hardware
- real time image processing
- bayesian networks
- cluster analysis
- fuzzy c means
- graphics processors
- hardware design
- web scale
- graphics processing units
- parallel implementation
- document clustering
- probabilistic inference
- parallel computing
- recommendation systems
- software implementation
- data acquisition
- intra cluster
- belief networks
- parallel processing