Spark, Distributed Systems, Machine Learning, Hadoop, Scalability.
bit higher. Even so, the running time of spark local implementation is found 3x times faster, on a quad-core system with 64G RAM. Fig 12. Standalone: 2.14 secs. Spark Local: 0.71 secs for Random Forest Regression training C. Spark Cluster: AWS Elastic Map Reduce + Docker To get double benefits of