In this paper focus is around the review of such paper like real time huge data analytical design for remote sensing application and connected work. As everybody knows Sensors have become ubiquitous. From just about any kind of industrial applications to intelligent vehicles, sensible city applications, and health care applications, we tend to check a steady growth of the usage of varied types of sensors. the rate of increase among the amount of information made by these sensors is way additional dramatic since sensors usually continuously produce data. It becomes crucial for this data to be keep for future reference and to be analyzed for locating valuable info, like fault diagnosis data. The system uses many open source technologies and runs on a cluster of virtual servers. we tend to tend to use GPS sensors as data source and run machine-learning algorithms for information analysis.