Inventor

MERMOUD GRÉGORY

CH233 patents

Patents

50 patents

US9923911B2Mar 20, 2018

Anomaly detection supporting new application deployments

CISCO TECH INC111 citations98

US9838409B2Dec 5, 2017

Cold start mechanism to prevent compromise of automatic anomaly detection systems

CISCO TECH INC47 citations97

US11063842B1Jul 13, 2021

Forecasting network KPIs

CISCO TECH INC23 citations94

US10931692B1Feb 23, 2021

Filtering mechanism to reduce false positives of ML-based anomaly detectors and classifiers

CISCO TECH INC37 citations94

US10764310B2Sep 1, 2020

Distributed feedback loops from threat intelligence feeds to distributed machine learning systems

CISCO TECH INC23 citations94

US10574512B1Feb 25, 2020

Predictive learning machine-based approach to detect traffic outside of service level agreements

CISCO TECH INC48 citations94

US9736056B2Aug 15, 2017

Centralized predictive routing using delay predictability measurements

CISCO TECH INC34 citations93

US9547828B2Jan 17, 2017

Hierarchical hybrid batch-incremental learning

CISCO TECH INC21 citations93

US9426040B2Aug 23, 2016

Mixed distributed/centralized routing techniques based on closed-loop feedback from a learning machine to avoid dark zones

CISCO TECH INC11 citations93

US9374281B2Jun 21, 2016

Learning machine-based mechanism to improve QoS dynamically using selective tracking of packet retransmissions

CISCO TECH INC20 citations93

US11470005B2Oct 11, 2022

Congestion detection using machine learning on arbitrary end-to-end paths

CISCO TECH INC7 citations86

US11463365B1Oct 4, 2022

Preempting time-based SLA violations in computer networks

CISCO TECH INC14 citations86

US11240153B1Feb 1, 2022

Scoring policies for predictive routing suggestions

CISCO TECH INC8 citations86

US11108651B1Aug 31, 2021

Adaptive oscillation control for network paths using machine learning

CISCO TECH INC18 citations86

US10771313B2Sep 8, 2020

Using random forests to generate rules for causation analysis of network anomalies

CISCO TECH INC11 citations86

US10440577B1Oct 8, 2019

Hard/soft finite state machine (FSM) resetting approach for capturing network telemetry to improve device classification

CISCO TECH INC16 citations86

US10218726B2Feb 26, 2019

Dynamic device clustering using device profile information

CISCO TECH INC18 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

US10728775B2Jul 28, 2020

Roaming and transition patterns coding in wireless networks for cognitive visibility

CISCO TECH INC5 citations84

US10484255B2Nov 19, 2019

Trustworthiness index computation in a network assurance system based on data source health monitoring

CISCO TECH INC7 citations84

US10425294B2Sep 24, 2019

Distributed and learning machine-based approach to gathering localized network dynamics

CISCO TECH INC7 citations84

US10389613B2Aug 20, 2019

Selective and dynamic application-centric network measurement infrastructure

CISCO TECH INC7 citations84

US10212044B2Feb 19, 2019

Sparse coding of hidden states for explanatory purposes

CISCO TECH INC7 citations84

US10164991B2Dec 25, 2018

Hierarchical models using self organizing learning topologies

CISCO TECH INC5 citations84

US10062036B2Aug 28, 2018

Predictive path characteristics based on non-greedy probing

CISCO TECH INC16 citations84

US9836696B2Dec 5, 2017

Distributed machine learning autoscoring

CISCO TECH INC8 citations84

US9794145B2Oct 17, 2017

Scheduling predictive models for machine learning systems

CISCO TECH INC17 citations84

US9749188B2Aug 29, 2017

Predictive networking architecture for next-generation multiservice, multicarrier WANs

CISCO TECH INC9 citations84

US9667501B2May 30, 2017

Pre-processing framework component of distributed intelligence architectures

CISCO TECH INC7 citations84

US9628362B2Apr 18, 2017

Learning machine based detection of abnormal network performance

CISCO TECH INC15 citations84

US9553772B2Jan 24, 2017

Dynamically determining node locations to apply learning machine based network performance improvement

CISCO TECH INC9 citations84

US9491076B2Nov 8, 2016

Learning end-to-end delays in computer networks from sporadic round-trip delay probing

CISCO TECH INC7 citations84

US9485153B2Nov 1, 2016

Dynamic network-driven application packet resizing

CISCO TECH INC6 citations84

US9473364B2Oct 18, 2016

Learning machine-based granular segment/path characteristic probing technique

CISCO TECH INC5 citations84

US9443204B2Sep 13, 2016

Distributed architecture for machine learning based computation using a decision control point

CISCO TECH INC7 citations84

US9436917B2Sep 6, 2016

Accelerating learning by sharing information between multiple learning machines

CISCO TECH INC8 citations84

US9432248B2Aug 30, 2016

Dynamically computing fate sharing in computer networks using learning machines

CISCO TECH INC13 citations84

US9432312B2Aug 30, 2016

Proactive and selective time-stamping of packet headers based on quality of service experience and node location

CISCO TECH INC7 citations84

US9418340B2Aug 16, 2016

Fast learning to train learning machines using shadow joining

CISCO TECH INC8 citations84

US9385933B2Jul 5, 2016

Remote probing for remote quality of service monitoring

CISCO TECH INC7 citations84

US9356875B2May 31, 2016

Using statistical and historical information of topology metrics in constrained networks

CISCO TECH INC11 citations84

US9178772B2Nov 3, 2015

Cumulative node heartbeat relay agents in constrained computer networks

CISCO TECH INC14 citations84

US10785090B2Sep 22, 2020

Using machine learning based on cross-signal correlation for root cause analysis in a network assurance service

CISCO TECH INC7 citations83

Showing the top 50 of 233 patents by PatentIndex Score.

MERMOUD GRÉGORY

Patents

Anomaly detection supporting new application deployments

Cold start mechanism to prevent compromise of automatic anomaly detection systems

Forecasting network KPIs

Filtering mechanism to reduce false positives of ML-based anomaly detectors and classifiers

Distributed feedback loops from threat intelligence feeds to distributed machine learning systems

Deep learning architecture for collaborative anomaly detection and explanation

Adaptive sampling to build accurate application throughput models

Optimizing network parameters based on a learned network performance model

Network-based approach for training supervised learning classifiers

Triggering reroutes using early learning machine-based prediction of failures

Lightweight multicast acknowledgement technique in communication networks

Predictive learning machine-based approach to detect traffic outside of service level agreements

Centralized predictive routing using delay predictability measurements

Hierarchical hybrid batch-incremental learning

Mixed distributed/centralized routing techniques based on closed-loop feedback from a learning machine to avoid dark zones

Learning machine-based mechanism to improve QoS dynamically using selective tracking of packet retransmissions

Congestion detection using machine learning on arbitrary end-to-end paths

Preempting time-based SLA violations in computer networks

Scoring policies for predictive routing suggestions

Adaptive oscillation control for network paths using machine learning

Using random forests to generate rules for causation analysis of network anomalies

Hard/soft finite state machine (FSM) resetting approach for capturing network telemetry to improve device classification

Dynamic device clustering using device profile information

Predicting network states for answering what-if scenario outcomes

Learning packet capture policies to enrich context for device classification systems

Roaming and transition patterns coding in wireless networks for cognitive visibility

Trustworthiness index computation in a network assurance system based on data source health monitoring

Distributed and learning machine-based approach to gathering localized network dynamics

Selective and dynamic application-centric network measurement infrastructure

Sparse coding of hidden states for explanatory purposes

Hierarchical models using self organizing learning topologies

Predictive path characteristics based on non-greedy probing

Distributed machine learning autoscoring

Scheduling predictive models for machine learning systems

Predictive networking architecture for next-generation multiservice, multicarrier WANs

Pre-processing framework component of distributed intelligence architectures

Learning machine based detection of abnormal network performance

Dynamically determining node locations to apply learning machine based network performance improvement

Learning end-to-end delays in computer networks from sporadic round-trip delay probing

Dynamic network-driven application packet resizing

Learning machine-based granular segment/path characteristic probing technique

Distributed architecture for machine learning based computation using a decision control point

Accelerating learning by sharing information between multiple learning machines

Dynamically computing fate sharing in computer networks using learning machines

Proactive and selective time-stamping of packet headers based on quality of service experience and node location

Fast learning to train learning machines using shadow joining

Remote probing for remote quality of service monitoring

Using statistical and historical information of topology metrics in constrained networks

Cumulative node heartbeat relay agents in constrained computer networks

Using machine learning based on cross-signal correlation for root cause analysis in a network assurance service