PATENT CLAIM ANALYSIS

Application Number: 15904489
Application Type: Utility
Filing Date: 2018-02
Publication Date: 2019-08
Patent Classification: ["370", "216000"]

Abstract:
In some examples, a system generates event records representing anomalous events associated with respective devices in a network, each respective anomalous event of the anomalous events being identified as anomalous for a respective context of a device of the devices. The system clusters the event records to produce a plurality of clusters of the event records. The system outputs the plurality of clusters for application of a remediation of an issue in the network.

Claim (Index 18):
A system comprising:\n a processor; and a non-transitory storage medium storing instructions executable on the processor to:\n obtain models representing respective different contexts of devices in a network; \n generate event records representing anomalous events associated with respective devices in the network, each respective anomalous event of the anomalous events being identified as anomalous based on a respective model of the models; \n cluster the event records to produce a plurality of clusters of the event records; \n output the plurality of clusters for application of a remediation of an issue in the network; determine a change, over time, of a characteristic of a given cluster of the plurality of clusters; and\n based on the change, over time, of the characteristic of the given cluster, determine whether the remediation applied to the issue in the network is effective.

Metadata:
- Claim Count in Document: 23.0
- Percentile: 88.0
- Lexical Diversity: 2.07895
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14718277', '14990161', '15264975', '14449051', '15184607']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5163988756630865
- 35 USC 102 Novelty (BERT): 0.4532435641629741
- Combined Prediction Score: 0.5100833445130752
- Mean Citation Score: 137.94104399999998
- Max Citation Score: 145.71454
- Similarity Product: 116.82625960401296

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