In order to solve service community dividing problems in the IOT environment, a new community partition algorithm which is based on timing characteristics on community was proposed. First, the paper gives the definition relevant to time series data; then presents timing data pre-processing schema. Finally, the proposed algorithm performance was analyzed. The simulation results show that the proposed algorithm is feasible.