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.
說明書
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where Lc denotes the overall optimization function for both embedding and clustering, y denotes a hyperparameter determining the weight coefficient of the cluster cost, and uc denotes the cluster mean for cth cluster. Note that they are trainable parameters.
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