On Realizing Alternating Minimization Algorithm with Apache Spark
Hsin-Yu Chen, Kuo-Min Huang, Kan-Lin Hsiungy · International Conference Big Data and Internet Things · 2015
With the recent boom in big data analytics, many application areas require optimization algorithms that work at massive scale. In this note, we consider a distributed method for solving large-scale optimization problems called alternating minimization algorithm (AMA) and its implementation with