Generation of microservices from a monolithic application based on runtime traces
地域：
NY
NY Armonk
摘要
Systems, computer-implemented methods, and computer program products to facilitate generation of microservices from a monolithic application based on runtime traces are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a model component that learns cluster assignments of classes in a monolithic application based on runtime traces of executed test cases. The computer executable components can further comprise a cluster component that employs the model component to generate clusters of the classes based on the cluster assignments to identify one or more microservices of the monolithic application.
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Second model component 204 can generate one or more causal graphs based on runtime traces of test cases executed on a monolithic application to capture first order temporal dependencies and/or high order temporal dependencies of the monolithic application and/or the cluster assignments of classes in the monolithic application. For example, second model component 204 can generate the one or more causal graphs described above with reference to
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