公开(公告)号：IL296108B1

公开(公告)日：2025-01-01

申请号：IL29610822

申请日：2022-08-31

Applicant: IBM ,  JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

Inventor： JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

IPC: G06F11/30 ,  G06F11/32 ,  G06F11/34 ,  G06F11/36 ,  G06N20/00

Abstract: 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.

公开(公告)号：GB2583636A8

公开(公告)日：2021-01-13

申请号：GB202010629

申请日：2018-12-12

Applicant: IBM

Inventor： CHEN LIN ,  ANUP KALIA ,  JIN XIAO ,  MAJA VUKOVIC ,  NIKOLAOS ANEROUSIS

IPC: G06F9/44

Abstract: Techniques for generating domain and client-specific application program interface recommendations are provided. In one example, a computer-implemented method comprises determining a semantic similarity between a first client application program interface and a second client application program interface based on a modified client application program interface being generated by removing text data associated with a first description of the first client application program interface. The computer-implemented method can further comprise matching the first description to a second description of the second client application program interface based on the semantic similarity, resulting in on or more matched client application program interfaces. Additionally, the computer- implemented method can further comprise associating the first client application program interface with a community based on the one or more matched client application program interfaces.

公开(公告)号：GB2583636A

公开(公告)日：2020-11-04

申请号：GB202010629

申请日：2018-12-12

Applicant: IBM

Inventor： CHEN LIN ,  ANUP KALIA ,  JIN XIAO ,  MAJA VUKOVIV ,  NIKOLAOS ANEROUSIS

IPC: G06F9/44

Abstract: Techniques for generating domain and client-specific application program interface recommendations are provided. In one example, a computer-implemented method comprises determining a semantic similarity between a first client application program interface and a second client application program interface based on a modified client application program interface being generated by removing text data associated with a first description of the first client application program interface. The computer-implemented method can further comprise matching the first description to a second description of the second client application program interface based on the semantic similarity, resulting in on or more matched client application program interfaces. Additionally, the computer- implemented method can further comprise associating the first client application program interface with a community based on the one or more matched client application program interfaces.

公开(公告)号：IL296108B2

公开(公告)日：2025-05-01

申请号：IL29610822

申请日：2022-08-31

Applicant: IBM CORP ,  JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

Inventor： JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

IPC: G06F11/30 ,  G06F11/32 ,  G06F11/34 ,  G06F11/36 ,  G06N20/00

Abstract: 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.

公开(公告)号：IL296108A

公开(公告)日：2022-11-01

申请号：IL29610822

申请日：2022-08-31

Applicant: IBM ,  JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

Inventor： JIN XIAO ,  ANUP KALIA ,  CHEN LIN ,  RAGHAV BATTA ,  SAURABH SINHA ,  JOHN ROFRANO ,  MAJA VUKOVIC

IPC: G06F11/30 ,  G06F11/32 ,  G06F11/34 ,  G06F11/36 ,  G06N20/00

Abstract: 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.

公开(公告)号：GB2583638A

公开(公告)日：2020-11-04

申请号：GB202010666

申请日：2018-12-12

Applicant: IBM

Inventor： CHEN LIN ,  ANUP KALIA ,  JIN XIAO ,  MAJA VUKOVIC ,  NIKOLAOS ANEROUSIS

IPC: G06F16/36

Abstract: Techniques for generating domain and client-specific application program interface recommendations are provided. A computer-implemented method comprises modifying, by a device operatively coupled to a processor, a description of a client application program interface by removing text data associated with the description of the client application program interface, resulting in a modified description of the client application program interface. The computer-implemented method can further comprise analyzing, by the device, a performance associated with the client application program interface to generate an ontology based on a semantic similarity between the modified description of the client application program interface and one or more previous descriptions of one or more previous client application program interfaces.