Nomadic Computing for Big Data Analytics
Hsiang‐Fu Yu, Cho‐Jui Hsieh, Hyokun Yun, S. V. N. Vishwanathan, Inderjit S. Dhillon · Computer · 2016
Analyzing the massive datasets of today's applications will require scalable and sophisticated machine-learning methods. NOMAD, a novel nomadic framework, combines two common approaches: stochastic optimization and distributed computing.