Generation of microservices from a monolithic application based on runtime traces

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United States of America Patent

PATENT NO 11663115
SERIAL NO

17500299

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Abstract

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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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Patent Owner(s)

  • IBM CORPORATION

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Batta, Raghav Ossining, US 21 24
Kalia, Anup White Plains, US 58 153
Lin, Chen Elmsford, US 75 139
Rofrano, John Mahopac, US 19 125
Sinha, Saurabh Danbury, US 51 819
Vukovic, Maja New York, US 259 2226
Xiao, Jin White Plains, US 42 208

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