PATENT CLAIM ANALYSIS

Application Number: 15939893
Application Type: Utility
Filing Date: 2018-03
Publication Date: 2019-09
Patent Classification: ["717", "128000"]

Abstract:
A multivariate path-based anomaly detection and prediction service (“anomaly detector”) can generate a prediction event for consumption by the APM manager that indicates a likelihood of an anomaly occurring based on path analysis of multivariate values after topology-based feature selection. To predict that a set of metrics will travel to a cluster that represents anomalous application behavior, the anomaly detector analyzes a set of multivariate date slices that are not within a cluster to determine whether dimensionally reduced representations of the set of multivariate data slices fit a path as described by a function.

Claim (Index 6):
The method of  claim 5  further comprising:\n selecting a plurality of time-dependent multivariate functions based on the first set of metrics or the plurality of clusters, wherein the plurality of time-dependent multivariate functions comprises the first time-dependent multivariate function, \n determining whether the first set of dimensionally reduced representations and the first dimensionally reduced representation occur along or near a second path described by a second of the plurality of time-dependent multivariate functions, wherein the second path overlaps with the first cluster or a different one of the plurality of clusters; \n generating a second simulated set of points with the second time-dependent multivariate function and based on the time instants corresponding with the first set of dimensionally reduced representations and the first dimensionally reduced representation; \n determining a second cost value using the dynamic time warping method based on the second simulated set of points and the first set of dimensionally reduced representations and the first dimensionally reduced representation; \n generating a second difference value based on the second cost value; and \n determining that the first difference value is less than the second difference, \n wherein generating the event comprises indicating information corresponding to the first path in the event based on the first difference value being less than the second difference value.

Metadata:
- Claim Count in Document: 17.0
- Percentile: 90.0
- Lexical Diversity: 1.48529
- Patent Class: 717.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15894647', '11557584', '14596151', '14586381', '15827663']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.3100702565294045
- 35 USC 102 Novelty (BERT): 0.5199095535110811
- Combined Prediction Score: 0.3310541862275722
- Mean Citation Score: 142.90302880000004
- Max Citation Score: 224.49077000000003
- Similarity Product: 143.96342030474963

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

Dataset: test