Abstract:
The growth of big data is a result of the variety
of data through user generated data from many
devices. Today, big data analytics, extracting data
knowledge from large datasets, is shifted from personal
desktop computer to mobile devices because of its
anywhere-anytime access facilities. Nevertheless,
mobile devices still have many resources limitations.
Mobile cloud computing is a best solution for these
problems, because it can support infinite computing
power for mobile devices. This paper proposes a new
big data analytic platform on mobile cloud computing
with efficient processing time. In proposed platform,
RESTful web service technology and MapReduce
Transformation Model are applied to produce high
query processing performance with seamless
connectivity. To reduce the communication cost
between web service and mobile device, we use JSON
format output result. According to the results, we
conclude that the communication cost of proposed
platform is better than traditional way.
