PATENT CLAIM ANALYSIS

Application Number: 15880600
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-08
Patent Classification: ["709", "224000"]

Abstract:
In one embodiment, a network assurance service that monitors a network detects a pattern of network measurements from the network that are associated with a particular network problem. The network assurance service tracks characteristics of the detected pattern over time. The network assurance service uses the tracked characteristics of the detected pattern over time as input to a machine learning-based pattern analyzer. The pattern analyzer is configured to determine whether the detected pattern is a perpetual or transient pattern in the network, and the pattern analyzer is further configured to detect anomalies in the characteristics of the pattern. The network assurance service initiates a change to the network based on an output of the machine learning-based pattern analyzer.

Claim (Index 20):
The computer-readable medium as in  claim 17 , wherein the machine learning-based pattern analyzer is further configured to detect change points at which the pattern of network measurements depart from historical trends.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.31481
- Patent Class: 709.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: False
- Related Applications: ['15860017', '15831482', '15880689', '15626412', '15617444']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2810540743295223
- 35 USC 102 Novelty (BERT): 0.4811430324937799
- Combined Prediction Score: 0.3010629701459481
- Mean Citation Score: 161.049112
- Max Citation Score: 170.18171999999996
- Similarity Product: 114.90456471666808

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

Dataset: test