PATENT CLAIM ANALYSIS

Application Number: 15864610
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["717", "124000"]

Abstract:
A device receives application information associated with a cloud application provided in a cloud computing environment, and utilizes a first AI model to generate test cases and test data based on the application information. The device utilizes a second AI model to generate optimized test cases and optimized test data based on the test cases and the test data, and utilizes a third AI model to generate test classes based on the optimized test cases and the optimized test data. The device executes the test classes to generate results, and utilizes a fourth AI model to generate an analysis of the results, recommendations for the cloud application based on the analysis of the results, or a code coverage report associated with the cloud application. The device automatically causes an action to be performed based on the analysis of the results, the recommendations, or the code coverage report.

Claim (Index 1):
A device, comprising:\n one or more memories; and one or more processors, communicatively coupled to the one or more memories, to:\n receive application information associated with a cloud application provided in a cloud computing environment,\n the application information including source code for the cloud application; \n \n utilize a first artificial intelligence model to automatically generate test cases based on a static code analysis of the cloud application, control flow information derived from the source code for the cloud application, and patterns in test data; \n utilize a second artificial intelligence model to generate optimized test cases and optimized test data based on the test cases and the test data; \n utilize a third artificial intelligence model to generate test classes based on the optimized test cases and the optimized test data; \n execute the test classes to generate results; \n utilize a fourth artificial intelligence model to generate at least one of:\n an analysis of the results, \n one or more recommendations for the cloud application based on the analysis of the results, or \n a code coverage report associated with the cloud application; and \n \n automatically cause an action to be performed based on the at least one of the analysis of the results, the one or more recommendations, or the code coverage report,\n the action being associated with the cloud application.

Metadata:
- Claim Count in Document: 62.0
- Percentile: 86.0
- Lexical Diversity: 3.16
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15836100', '13223498', '14939715', '15213091', '14860088']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3661534370670167
- 35 USC 102 Novelty (BERT): 0.4912167273252169
- Combined Prediction Score: 0.3786597660928367
- Mean Citation Score: 166.12470199999996
- Max Citation Score: 180.31693
- Similarity Product: 129.53577061467408

Labels:
- Claim Label 101: 1
- Claim Label 102: 1
- Claim Label 103: 0
- Claim Label 112: 1
- Combined Label: 1
- Label 101 Adjusted: 1

Dataset: test