PATENT CLAIM ANALYSIS

Application Number: 15860681
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["717", "131000"]

Abstract:
Methods and systems for building an optimized image for an application are provided. An operating system is decomposed into granular modules. An initial configuration file to a build system is provided. The build system builds an initial image including initial modules for the application based on the initial configuration file. A monitoring system monitors performance indicators for the initial image. Using a machine learning algorithm, a subsequent configuration file based on the performance indicators is derived. The build system, builds a subsequent image for the application.

Claim (Index 2):
The method according to  claim 1 , further comprising:\n performing, repeatedly until a desired level of the performance indicators is reached, the following steps:\n gathering, by a monitoring system, performance indicators for the subsequent image; \n deriving, using a machine learning algorithm, a revised configuration file based on the performance indicators; and \n building, by the build system, a revised subsequent image for the application.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 86.0
- Lexical Diversity: 2.15909
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15648367', '15662649', '15443529', '15648848', '15376805']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3467468748406804
- 35 USC 102 Novelty (BERT): 0.480953161870538
- Combined Prediction Score: 0.3601675035436661
- Mean Citation Score: 122.074802
- Max Citation Score: 125.14469
- Similarity Product: 86.73923612864435

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