The term Big Data means huge amount of data which refers to some applications and study of sets of big and
complex data. The traditional systems were not equipped to handle such huge volume of data. In the current advanced
technical environment there are various applications to deal with these kinds of data. Big Data applications are prevalent in
various fields that include remote sensing, Internet of vehicles, security analytics, architecture design for smart grid,
greening big data, fuzzy based scalable clustering algorithm, novel pipeline approach, visual analytics in urban computing
etc. In today’s world enormous vehicular data is generated in terms of traffic safety, all this data is generated by vehicles and
the traffic signals and other navigational services