Title: hMDAP: A Hybrid Framework for Multi-paradigm Data Analytical Processing on Spark,
Abstract: We propose hMDAP, a hybrid framework for large-scale data analytical
processing on Spark, to support multi-paradigm process (incl. OLAP, machine
learning, and graph analysis etc.) in distributed environments. The framework
features a three-layer data process module and a business process module which
controls the former. We will demonstrate the strength of hMDAP by using traffic
scenarios in a real world.