PATENT CLAIM ANALYSIS

Application Number: 15978252
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2019-11
Patent Classification: ["370", "503000"]

Abstract:
In one embodiment, a device receives data indicative of packet arrival times at a plurality of nodes along a path in a deterministic network. The device compares the packet arrival times to their corresponding scheduled delivery intervals in a deterministic communication schedule used by the nodes along the path. The device detects, using a machine learning-based anomaly detector, a time synchronization anomaly based on the comparisons between the packet arrival times and their scheduled delivery intervals. The device causes performance of a mitigation action in the network based on the detected time synchronization anomaly.

Claim (Index 19):
A tangible, non-transitory, computer-readable medium storing program instructions that cause a device to execute a process comprising:\n receiving, at the device, data indicative of packet arrival times at a plurality of nodes along a path in a deterministic network; comparing, by the device, the packet arrival times to their corresponding scheduled delivery intervals in a deterministic communication schedule used by the nodes along the path; detecting, by the device and using a machine learning-based anomaly detector, a time synchronization anomaly based on the comparisons between the packet arrival times and their scheduled delivery intervals; and causing, by the device, performance of a mitigation action in the network based on the detected time synchronization anomaly.

Metadata:
- Claim Count in Document: 14.0
- Percentile: 93.0
- Lexical Diversity: 1.90566
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['15966131', '15291211', '14816108', '15361563', '14950042']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5082208545449591
- 35 USC 102 Novelty (BERT): 0.458780449462636
- Combined Prediction Score: 0.5032768140367269
- Mean Citation Score: 138.260352
- Max Citation Score: 161.22931
- Similarity Product: 129.5059656983584

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