Inventor
TEDALDI DAVID
CH26 patents
Patents
26 patentsUS10574512B1Feb 25, 2020
Deep learning architecture for collaborative anomaly detection and explanation
CISCO TECH INC29 citations94
US10771313B2Sep 8, 2020
Using random forests to generate rules for causation analysis of network anomalies
CISCO TECH INC11 citations86
US11146463B2Oct 12, 2021
Predicting network states for answering what-if scenario outcomes
CISCO TECH INC10 citations85
US11018943B1May 25, 2021
Learning packet capture policies to enrich context for device classification systems
CISCO TECH INC8 citations84
US10999146B1May 4, 2021
Learning when to reuse existing rules in active labeling for device classification
CISCO TECH INC8 citations81
US10944641B1Mar 9, 2021
Systems and methods for application traffic simulation using captured flows
CISCO TECH INC17 citations80
US11805003B2Oct 31, 2023
Anomaly detection with root cause learning in a network assurance service
CISCO TECH INC3 citations73
US11451456B2Sep 20, 2022
Learning stable representations of devices for clustering-based device classification systems
CISCO TECH INC3 citations73
US11399023B2Jul 26, 2022
Revisiting device classification rules upon observation of new endpoint attributes
CISCO TECH INC5 citations73
US11283830B2Mar 22, 2022
Protecting device classification systems from adversarial endpoints
CISCO TECH INC3 citations73
US11196629B2Dec 7, 2021
Learning robust and accurate rules for device classification from clusters of devices
CISCO TECH INC1 citations73
US11438240B2Sep 6, 2022
Compressed transmission of network data for networking machine learning systems
CISCO TECH INC3 citations72
US11483207B2Oct 25, 2022
Learning robust and accurate rules for device classification from clusters of devices
CISCO TECH INC0 citations62
US11425048B2Aug 23, 2022
Using throughput mode distribution as a proxy for quality of experience and path selection in the internet
CISCO TECH INC0 citations62
US11349716B2May 31, 2022
Flash classification using machine learning for device classification systems
CISCO TECH INC1 citations62
US11297079B2Apr 5, 2022
Continuous validation of active labeling for device type classification
CISCO TECH INC1 citations62
US11290331B2Mar 29, 2022
Detection and resolution of rule conflicts in device classification systems
CISCO TECH INC1 citations62
US10917302B2Feb 9, 2021
Learning robust and accurate rules for device classification from clusters of devices
CISCO TECH INC0 citations62
US11416522B2Aug 16, 2022
Unsupervised learning of local-aware attribute relevance for device classification and clustering
CISCO TECH INC0 citations61
US12526685B2Jan 13, 2026
Generating long-term network changes from SLA violations
CISCO TECH INC0 citations52
US11916777B2Feb 27, 2024
Learning SLA violation probability from intelligent fine grained probing
CISCO TECH INC0 citations52
US11729210B2Aug 15, 2023
Detecting spoofing in device classification systems
CISCO TECH INC0 citations52
US11438406B2Sep 6, 2022
Adaptive training of machine learning models based on live performance metrics
CISCO TECH INC0 citations52
US11100364B2Aug 24, 2021
Active learning for interactive labeling of new device types based on limited feedback
CISCO TECH INC0 citations52
US11971962B2Apr 30, 2024
Learning and assessing device classification rules
CISCO TECH INC0 citations51
US11893456B2Feb 6, 2024
Device type classification using metric learning in weakly supervised settings
CISCO TECH INC0 citations50