Matthias Langer

A GPU-specialized Inference Parameter Server for Large-Scale Deep Recommendation Models

2022

Recommendation systems are of crucial importance for a variety of modern apps and web services, such as news feeds, social networks, e-commerce, search, etc. To achieve peak prediction accuracy, modern recommendation models combine deep learning …