A dataflow-driven approach to identifying microservices from monolithic applications.

•We develop a dataflow-driven mechanism for microservices-oriented decomposition.•The dataflow-driven mechanism is validated through a typical case, Cargo Tracking System.•The proposed mechanism can recommend microservice candidates with sound coupling and cohesion.•The proposed mechanism is rigorous and easy-to-operate with semi-automatic support.