Ekko: A Large-Scale Deep Learning Recommender System with Low-Latency Model Update

Chijun Sima , Yao Fu , Man-Kit Sit , Liyi Guo , Xuri Gong , Feng Lin , Junyu Wu , Yongsheng Li , Haidong Rong , Pierre-Louis Aublin , Luo Mai

Machine Learning > Optimization & Theory > Distributed Learning Machine Learning > Application Areas > Efficient Computing Computer Science > Systems > Distributed Systems Deep Learning > Learning Types > Deep Learning Machine Learning > Application Areas > Recommender Systems

recommender system model update inference cluster service level objective deep learning recommender system model update latency peer-to-peer dissemination