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公开(公告)号:US10073763B1
公开(公告)日:2018-09-11
申请号:US15911968
申请日:2018-03-05
Applicant: Accenture Global Solutions Limited
Inventor: Mahesh Venkata Raman , Sunder Nochilur Ranganathan , Mallika Fernandes , Kulkarni Girish , Chinmaya Ranjan Jena , Jothi Gouthaman , Venugopal S. Shenoy , Srinatha Sreedhara Mulugund , Sivasankar Ramalingam , Kishore P. Durg , Matthias Rasking
CPC classification number: G06F11/3688 , G06F8/10 , G06F11/008 , G06F11/3438 , G06F11/3476 , G06F11/3616 , G06F11/3664 , G06F11/3676 , G06F11/3684 , G06F11/3692 , G06F11/3696 , G06F15/76 , G06F16/9024 , G06F2201/865 , G06N5/02 , G06N20/00
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a touchless testing platform employed to, for example, create automated testing scripts, sequence test cases, and implement determine defect solutions. In one aspect, a method includes the actions of receiving a log file that includes log records generated from a code base; processing the log file through a pattern mining algorithm to determine a usage pattern; generating a graphical representation based on an analysis of the usage pattern; processing the graphical representation through a machine learning algorithm to select a set of test cases from a plurality of test cases for the code base and to assign a priority value to each of the selected test cases; sequencing the set of test cases based on the priority values; and transmitting the sequenced set of test cases to a test execution engine.
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公开(公告)号:US20190370160A1
公开(公告)日:2019-12-05
申请号:US16541985
申请日:2019-08-15
Applicant: Accenture Global Solutions Limited
Inventor: Mahesh Venkata Raman , Sunder Nochilur Ranganathan , Mallika Fernandes , Kulkarni Girish , Chinmaya Ranjan Jena , Jothi Gouthaman , Venugopal S. Shenoy , Srinatha Sreedhara Mulugund , Sivasankar Ramalingam , Kishore P. Durg , Matthias Rasking
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a touchless testing platform employed to, for example, create automated testing scripts, sequence test cases, and implement determine defect solutions. In one aspect, a method includes the actions of receiving a log file that includes log records generated from a code base; processing the log file through a pattern mining algorithm to determine a usage pattern; generating a graphical representation based on an analysis of the usage pattern; processing the graphical representation through a machine learning algorithm to select a set of test cases from a plurality of test cases for the code base and to assign a priority value to each of the selected test cases; sequencing the set of test cases based on the priority values; and transmitting the sequenced set of test cases to a test execution engine.
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公开(公告)号:US20190196948A1
公开(公告)日:2019-06-27
申请号:US16126570
申请日:2018-09-10
Applicant: Accenture Global Solutions Limited
Inventor: Mahesh Venkata Raman , Sunder Nochilur Ranganathan , Mallika Fernandes , Kulkarni Girish , Chinmaya Ranjan Jena , Jothi Gouthaman , Venugopal S. Shenoy , Srinatha Sreedhara Mulugund , Sivasankar Ramalingam , Kishore P. Durg , Matthias Rasking
CPC classification number: G06F11/3688 , G06F8/10 , G06F11/008 , G06F11/3438 , G06F11/3476 , G06F11/3616 , G06F11/3664 , G06F11/3676 , G06F11/3684 , G06F11/3692 , G06F11/3696 , G06F15/76 , G06F16/9024 , G06F2201/865 , G06N5/02 , G06N20/00
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a touchless testing platform employed to, for example, create automated testing scripts, sequence test cases, and implement determine defect solutions. In one aspect, a method includes the actions of receiving a log file that includes log records generated from a code base; processing the log file through a pattern mining algorithm to determine a usage pattern; generating a graphical representation based on an analysis of the usage pattern; processing the graphical representation through a machine learning algorithm to select a set of test cases from a plurality of test cases for the code base and to assign a priority value to each of the selected test cases; sequencing the set of test cases based on the priority values; and transmitting the sequenced set of test cases to a test execution engine.
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公开(公告)号:US10830817B2
公开(公告)日:2020-11-10
申请号:US16541985
申请日:2019-08-15
Applicant: Accenture Global Solutions Limited
Inventor: Mahesh Venkataraman , Sunder Ranganathan Nochilur , Mallika Fernandes , Kulkarni Girish , Chinmaya Ranjan Jena , Jothi Gouthaman , Venugopal S. Shenoy , Srinatha Sreedhara Mulugund , Sivasankar Ramalingam , Kishore P. Durg , Matthias Rasking
IPC: G06F11/36 , G01R31/3183 , G06N20/00 , G06F15/76 , G06F16/901 , G06F8/10 , G06N5/02 , G06F11/00 , G06F11/34 , G05B23/02
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a touchless testing platform employed to, for example, create automated testing scripts, sequence test cases, and implement determine defect solutions. In one aspect, a method includes the actions of receiving a log file that includes log records generated from a code base; processing the log file through a pattern mining algorithm to determine a usage pattern; generating a graphical representation based on an analysis of the usage pattern; processing the graphical representation through a machine learning algorithm to select a set of test cases from a plurality of test cases for the code base and to assign a priority value to each of the selected test cases; sequencing the set of test cases based on the priority values; and transmitting the sequenced set of test cases to a test execution engine.
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公开(公告)号:US10430323B2
公开(公告)日:2019-10-01
申请号:US16126570
申请日:2018-09-10
Applicant: Accenture Global Solutions Limited
Inventor: Mahesh Venkata Raman , Sunder Nochilur Ranganathan , Mallika Fernandes , Kulkarni Girish , Chinmaya Ranjan Jena , Jothi Gouthaman , Venugopal S. Shenoy , Srinatha Sreedhara Mulugund , Sivasankar Ramalingam , Kishore P. Durg , Matthias Rasking
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for a touchless testing platform employed to, for example, create automated testing scripts, sequence test cases, and implement determine defect solutions. In one aspect, a method includes the actions of receiving a log file that includes log records generated from a code base; processing the log file through a pattern mining algorithm to determine a usage pattern; generating a graphical representation based on an analysis of the usage pattern; processing the graphical representation through a machine learning algorithm to select a set of test cases from a plurality of test cases for the code base and to assign a priority value to each of the selected test cases; sequencing the set of test cases based on the priority values; and transmitting the sequenced set of test cases to a test execution engine.
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