Distributed Machine Learning


Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting


Petuum: A New Platform for Distributed Machine Learning on Big Data (KDD2015, TBD2015)


Strategies and Principles of Distributed Machine Learning on Big Data


Poseidon: A System Architecture for Efficient GPU-based Deep Learning on Multiple Machines