Abstract: Highlights•Study of big data processing in the human healthcare.•Propose a parallel team formation method on apache spark (PTFS) to analyze graph data.•PTFS minimizes the communicating overhead of the team members.•Experimental evaluation of PTFS with a continuous graph dataset.
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