PATENT CLAIM ANALYSIS

Application Number: 16186314
Application Type: Utility
Filing Date: 2018-11
Publication Date: 2019-03
Patent Classification: ["709", "224000"]

Abstract:
Real time detection of anomalies may be implemented for a data stream. A data stream may receive data records as input. An evaluation of the data records may be performed as the data records are received utilizing an anomaly detection model that is dynamically generated for a time period that includes the data records. A responsive action may be performed in response to detecting various anomalies, such as providing a notification of the anomaly, requesting a corrective action, invoking further analysis of the detected anomaly. Evaluations of the data record and responsive actions may be performed as specified by a user, in some embodiments.

Claim (Index 1):
A system, comprising:\n one or more compute nodes, each comprising at least one processor and a memory, that implement a data stream analytics platform; the data stream analytics platform, configured to:\n receive a stream of data records for analysis; \n monitor the stream of data records for anomalies as the data records are received, wherein to monitor the stream of data records the anomaly detector is configured to:\n dynamically update an anomaly detection model for the stream of data records as the data records are received, wherein updates to the anomaly detection model generate different versions of the anomaly detection model for different time periods of the stream; \n for one of the data records in the stream:\n access the version of the anomaly model for the time period of the stream that includes the data record to evaluate the data record; \n based on an evaluation of the data record, identify an anomaly in the stream of data records; and \n \n in response to the identification of the anomaly, send an indication of the anomaly.

Metadata:
- Claim Count in Document: 50.0
- Percentile: 98.0
- Lexical Diversity: 1.88333
- Patent Class: 709.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15084343', '15084347', '15084350', '14935215', '16179339']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2526491172716685
- 35 USC 102 Novelty (BERT): 0.5054740053106418
- Combined Prediction Score: 0.2779316060755658
- Mean Citation Score: 197.232182
- Max Citation Score: 319.11835
- Similarity Product: 316.81746346876025

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