Distributed Data Analysis with Docker Swarm Using R
P. Aruna, A. Kannammal, Aishwarya, Surya · 2018
The Objective of the research work is to propose Docker in R Platform for Distributed Data Analysis with Docker Swarm. Analyzing large volume of dataset is a big challenge for Data Analysts which can be overcome by utilizing Docker swarm. Docker swarm is the clustering technique which when combined with UNIX tools is used to dissect information in appropriated volume and schedule jobs on nodes across the cluster. Docker is a container based virtualization which runs map reduce applications on different versions of Linux machine modifications. It also gives reproducible strategy to catch the code setting and make it accessible for later use. This research work is demonstrated for performing Twitter sentimental analysis swarm across swarm nodes. Statistical computation and analysis of data can be done by developing R project within a Docker container which in turn is known as Rocker.