HotML: A DSM-based machine learning system for social networks

To demonstrate the performance and scalability of the proposed system, a series of experiments are conducted and the results show that HotML can reduce networking time by about 74%, and achieve up to 1.9× performance compared to the popular ML system, Petuum.