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 f (v) denotes the embedding for node v, P denotes the probability function, and Ns(i) denotes a collection of neighboring nodes around node v.
In this example embodiment, where the monolithic application comprises an example trading application, according to conditional independence assumption and symmetry in the feature space, equation (1) defined above can be formulized by microservice generation system 102 and/or model component 108 as equation (2) defined below.
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