SCALABLE MACHINE LEARNING ALGORITHMS IN PARALLEL DATABASE SYSTEMS EXPLOITING A DATA SUMMARIZATION MATRIX
Dissertation Date 2016-05 Author Zhang, Yiqun, Department of Computer Science University of Houston Abstract Data summarization is an essential mechanism to accelerate analytic algorithms on large data sets. In this work we present a comprehensive...