Joint scheduling control of workflow in information communication network based on hybrid modelling
by Yuehong Liu; Changhong Zhu; Xianhao Shen
International Journal of Internet Manufacturing and Services (IJIMS), Vol. 8, No. 3, 2022

Abstract: In order to overcome the problems of high packet loss rate of workflow scheduling data and high scheduling control data delay in traditional methods, a workflow joint scheduling control method based on hybrid modelling is proposed in this paper. Firstly, the network energy consumption model is constructed to obtain the link transmission rate and calculate the workflow energy consumption of information communication network. Secondly, the workflow task scheduling model is designed according to the calculated energy consumption. Then, calculate the data transmission time of workflow task. Finally, the hybrid modelling is realised by integrating the above three models, and the joint scheduling control of workflow is realised by using binary decision variables. The experimental results show that the data packet loss rate of this method can be reduced by 66.98%, and the scheduling delay is only 18 ms, which shows that this method has good control effect.

Online publication date: Mon, 18-Jul-2022

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