PATENT CLAIM ANALYSIS

Application Number: 15869639
Application Type: Utility
Filing Date: 2018-01
Publication Date: 2019-07
Patent Classification: ["709", "224000"]

Abstract:
In one embodiment, a network assurance system that monitors a network labels time periods with positive labels, based on the network assurance system detecting problems in the network during the time periods. The network assurance system assigns tags to discrete portions of a feature space of measurements from the monitored network, based on whether a particular range of values in the feature space has a threshold probability of occurring during a positively-labeled time period. The network assurance system determines a set of the assigned tags that frequently co-occur with the positively-labeled time periods in which problems are detected in the network. The network assurance system causes performance of a mitigation action in the network based on the set of assigned tags that frequently co-occur with the positively-labeled time periods.

Claim (Index 8):
An apparatus, comprising:\n one or more network interfaces to communicate with a network that comprises a plurality of sensors and actuators; a processor coupled to the network interfaces and configured to execute one or more processes; and a memory configured to store a process executable by the processor, the process when executed configured to:\n label time periods with positive labels, based on the apparatus detecting problems in the network during the time periods; \n assign tags to discrete portions of a feature space of measurements from the network, based on whether a particular range of values in the feature space has a threshold probability of occurring during a positively-labeled time period; \n determine a set of the assigned tags that frequently co-occur with the positively-labeled time periods in which problems are detected in the network; and \n cause performance of a mitigation action in the network based on the set of assigned tags that frequently co-occur with the positively-labeled time periods.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 86.0
- Lexical Diversity: 2.38596
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15860017', '15831482', '15720974', '15466969', '15364440']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2436002016489718
- 35 USC 102 Novelty (BERT): 0.459419410159732
- Combined Prediction Score: 0.2651821225000478
- Mean Citation Score: 119.1111772
- Max Citation Score: 129.30928
- Similarity Product: 94.0748084973526

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