PATENT CLAIM ANALYSIS

Application Number: 15991675
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-12
Patent Classification: ["706", "025000"]

Abstract:
A device receives, from a cloud computing environment, application usage information associated with application instances in the cloud computing environment for an application, and processes the application usage information, with a machine learning model, to determine behavior patterns and predicted tasks for the application. The device determines a modified quantity of the application instances based on the behavior patterns and the predicted tasks for the application, and causes the modified quantity of the application instances to be implemented in the cloud computing environment based on one or more rules. The device stores information associated with the modified quantity of the application instances in a data structure, and updates the machine learning model based on the information associated with the modified quantity of the application instances stored in the data structure.

Claim (Index 10):
The non-transitory computer-readable medium of  claim 8 , wherein the instructions further comprise:\n one or more instructions that, when executed by the one or more processors, cause the one or more processors to:\n receive information indicating an event for another application instance of the application instances; \n cause another action to be taken to address the event for the other application instance based on the one or more rules; \n store, in the data structure, information associated with the other action to be taken to address the event for the other application instance; and \n update the machine learning model based on the information associated with the action to be taken to address the event for the other application instance.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 93.0
- Lexical Diversity: 2.8
- Patent Class: 706.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15864610', '14953669', '15388014', '14705487', '15487949']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3542802416134576
- 35 USC 102 Novelty (BERT): 0.4815517292065289
- Combined Prediction Score: 0.3670073903727647
- Mean Citation Score: 165.084544
- Max Citation Score: 184.70525
- Similarity Product: 138.56434337925913

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

Dataset: test