Judy Qiu

High Performance LDA through Collective Model Communication Optimization

2016 · Procedia Computer Science

LDA is a widely used machine learning technique for big data analysis. The application includes an inference algorithm that iteratively updates a model until it converges. A major challenge is the scaling issue in parallelization …