The big data has become a popular topic because of enormous growth in the field of information technology. The distributed sensor network is the production of big data. A single sensor in a network may not give a significant data, but the data sensed by millions of sensors produce a big data. Big data gathering in densely distributed sensor network with energy efficiently is a challenging task. One of the most efficient solutions for this challenge is the utilization of sink node. This paper can determine the sink node’s trajectory and data gathering method through clustering.