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 6):
The method according to  claim 2 , wherein the subsequent image is a specialized operating system image.

Metadata:
- Claim Count in Document: 35.0
- Percentile: 86.0
- Lexical Diversity: 2.15909
- Patent Class: 717.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15648367', '15662649', '15443529', '15648848', '15376805']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3674269642901888
- 35 USC 102 Novelty (BERT): 0.5095714115757259
- Combined Prediction Score: 0.3816414090187425
- Mean Citation Score: 122.074802
- Max Citation Score: 125.14469
- Similarity Product: 69.55132618840456

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