In one or more embodiments, a system includes a processor configured to initiate operations. The operations include generating a plurality of process instance representations, wherein each process instance representation is generated based on a corresponding process path comprising an ordered sequence of operations performed by a process using at least one of a plurality of microservices. The operations also include constructing a microservices network representation based on the plurality of process instance representations, wherein each element of the microservices network corresponds to an interface between a pair of microservices. Additionally, the operations include determining based on the microservices network representation a relative frequency for each of the plurality of microservices, each relative frequency corresponding to a likelihood that a change in a microservice will affect the functioning of at least one process using at least one of the plurality of microservices.