Inventor

JEAN-PHILIPPE VASSEUR

Inventor

FR

Overview

2021–2026

Patent span

Electricity

Primary field (CPC H)

Patents· 161 as inventor

Public. Assignee & technology derived from the patent record. Each patent links to its LexDana page.

H04Lprimary

H04LTransmission of digital information, e.g. telegraphic communication58%

G06NComputing arrangements based on specific computational models17%

G06FElectric digital data processing11%

H04WWireless communication networks8%

G06KGraphical data reading3%

G06VImage or video recognition or understanding1%

G10LSpeech analysis techniques or speech synthesis1%

G05BControl or regulating systems in general0%

G16YInformation and communication technology specially adapted for the internet of things [iot]0%

H04BTransmission0%

PatentTitleYear

12,598,106Policy management and enforcement in a green elastic network2026 12,587,448AI-based network troubleshooting with expert feedback2026 12,587,564Adversarial training of language models to prevent hijacking of conversational agents2026 12,587,402Estimating user suitability for collecting application QoE feedback2026 12,580,823On-premise machine learning model selection in a network assurance service2026 12,580,849Private SD-WAN peering2026 12,574,757Broadcast operations by a selected subset of access points2026 12,574,313Predictive BGP peering2026 12,568,428Inter-pan load/size balancing controlled by enrollment priority in LLNs2026 12,556,457Recommendation grouping for predictive networking2026 12,549,459Application QOE comparative analytics for remote versus in-office users2026 12,536,402Using chatbots to collect direct user feedback on application experience2026 12,531,775Root causing network issues using chaos engineering2026 12,526,685Generating long-term network changes from SLA violations2026 12,526,198QoE optimized elastic cloud networks2026 12,526,208LLM-based agent as a back-office virtual network troubleshooting assistant2026 12,506,653LLM-based network troubleshooting using expert-curated recipes2025 12,470,476Predictive application-aware routing for remote work2025 12,463,893Avoiding user experience disruptions using contextual multi-armed bandits2025 12,444,178Inferring the user experience for voice and video applications using perception models2025 12,438,816Quantifying application quality of experience under different path performance motifs2025 12,432,138Selecting paths for high predictability using clustering2025 12,418,456End user recommendation service to ensure satisfactory application QoE2025 12,413,513Predictive routing using risk and longevity metrics2025 12,407,581Multi-agent coordination for network anomaly detection, troubleshooting, and remediation using language models2025 12,401,586Cross-application predictive routing2025 12,395,421Measuring performance in cognitive networks2025 12,389,220Opportunistic relay among mobile communication devices2025 12,381,774Application degradation root causing and rerouting using time series clustering2025 12,375,389Safety net engine for machine learning-based network automation2025 12,363,006Capturing network dynamics and forecasting across multiple timescales2025 12,342,254Transparent roaming in virtual access point (VAP) enabled networks2025 12,301,457Dynamic input granularity estimation for network path forecasting using timeseries features2025 12,301,435Optimizing application experience in hybrid work environments2025 12,261,751Learning probing strategies for QoE assessment2025 12,255,822Load balancing application traffic with predictive goodput adaptation2025 12,231,312Autonomous system bottleneck detection2025 12,199,839Detecting application performance breaking points based on uncertainty and active learning2025 12,199,847Anomaly detection of model performance in an MLOps platform2025 12,160,436Hierarchical models using self organizing learning topologies2024 12,160,348Estimating the need for user feedback in training multi-application QoE models2024 12,155,532Using machine learning for online application detection2024 12,143,290Identifying traffic sensitive interfaces and triggering configuration changes2024 12,143,289SASE pop selection based on client features2024 12,095,650Using discretized state-transitions to explain and troubleshoot application experience degradation in predictive internet2024 12,074,789Gathering labels from proprietary applications for QoE predictions2024 12,069,505Application-specific high frequency passive probing2024 12,068,946Interpreting network path state transitions and characteristics2024 12,063,161Discovering multi-application workflows to identify potential qoe- impacting issues2024 12,058,010Adaptive stress testing of SD-WAN tunnels for what-if scenario model training2024 12,047,425Cognitive networking using a device endpoint agent2024 12,034,605Feedback loop control of an online application based on network characteristics affecting user experience2024 12,028,239Cross-application predictive routing2024 12,021,691End user recommendation service to ensure satisfactory application QoE2024 12,015,518Network-based mining approach to root cause impactful timeseries motifs2024 12,010,017Routing online application traffic based on path fate sharing metrics2024 11,985,069Auto-detection of application failures for forecasting network path performance2024 11,979,311User-assisted training data denoising for predictive systems2024 11,979,298Robust training of application QoE prediction models2024 11,971,962Learning and assessing device classification rules2024 11,916,777Learning SLA violation probability from intelligent fine grained probing2024 11,916,752Canceling predictions upon detecting condition changes in network states2024 11,909,803Application selection based on network characteristics2024 11,909,618Actively learning PoPs to probe and probing frequency to maximize application experience predictions2024 11,909,631Identifying application QoE changes due to application location migration2024 11,902,472Application routing based on user experience metrics learned from call transcripts2024 11,902,127Automatic detection and tracking of anomalous rectifiable paths using time-series dynamics2024 11,893,456Device type classification using metric learning in weakly supervised settings2024 11,895,008Predictive network routing with dynamic smoothing envelope creation for noisy network timeseries2024 11,863,432Opportunistic user feedback gathering for application-aware routing2024 11,856,425Automatic characterization of AP behaviors2023 11,838,198Path optimization based on reducing dominating set membership to essential parent devices2023 11,824,766Adaptive selection of network paths based on long-term predictions of user experience2023 11,824,733Dynamic AI-driven split tunneling policies for remote teleworkers2023 11,811,644Distributed predictive routing using lightweight state tracking2023 11,805,003Anomaly detection with root cause learning in a network assurance service2023 11,797,883Using raw network telemetry traces to generate predictive insights using machine learning2023 11,777,854Globally avoiding simultaneous reroutes in a network2023 11,751,156Distributed time sync in a directed acyclic graph of a time-synchronized network based on correlating timing information from higher network devices2023 11,736,364Cascade-based classification of network devices using multi-scale bags of network words2023 11,729,097QOS configuration update based on behavioral application correlation2023 11,729,071Selection of SaaS endpoint instances based on local service provider connectivity statistics2023 11,729,210Detecting spoofing in device classification systems2023 11,711,291Progressive automation with predictive application network analytics2023 11,711,271Predictive routing using machine learning in SD-WANs2023 11,706,130Root-causing user experience anomalies to coordinate reactive policies in application-aware routing2023 11,677,819Peer-to-peer feature exchange for edge inference of forecasting models2023 11,677,656Detecting path performance oscillations using path stability metrics2023 11,677,661Detecting a lack of correlation between application quality of experience and network conditions2023 11,671,374SaaS application clustering for path probing to support application-based routing2023 11,658,904Application-aware routing based on path KPI dynamics2023 11,632,327Estimating the efficacy of predictive routing for prospective deployments2023 11,625,241Predicting the impact of network software upgrades on machine learning model performance2023 11,616,712Machine learning approach for dynamic adjustment of BFD timers in SD-WAN networks2023 11,616,682Threshold selection for KPI candidacy in root cause analysis of network issues2023 11,580,449Traffic-based inference of influence domains in a network by using learning machines2023 11,582,093Using stability metrics for live evaluation of device classification systems and hard examples collection2023 11,574,241Adaptive threshold selection for SD-WAN tunnel failure prediction2023 11,570,653Synchronized detection of wireless device frame by wireless access points for optimized access point allocation by network controller2023 11,564,113Machine learning-based approach to network planning using observed patterns2023 11,552,886Topology optimization in SD-WANs with path downgrading2023 11,552,823Isolation networks for computer devices2023 11,546,290Adjusting DNS resolution based on predicted application experience metrics2023 11,539,673Predictive secure access service edge2022 11,533,252Replacing static routing metrics with probabilistic models2022 11,528,231Active labeling of unknown devices in a network2022 11,528,218Probe fusion for application-driven routing2022 11,522,787Path metric oscillation analysis with SLA threshold adjustment2022 11,514,084Extraction of prototypical trajectories for automatic classification of network KPI predictions2022 11,507,887Model interpretability using proxy features2022 11,496,556Service provider selection for application-driven routing2022 11,483,234Predictive routing-based policy adjustments in software-defined networks2022 11,483,207Learning robust and accurate rules for device classification from clusters of devices2022 11,477,112On-the-fly SD-WAN tunnel creation for application-driven routing2022 11,474,894Partial reroute of traffic onto a backup tunnel using predictive routing2022 11,470,005Congestion detection using machine learning on arbitrary end-to-end paths2022 11,463,365Preempting time-based SLA violations in computer networks2022 11,456,926Assessing the true impact of predictive application-driven routing on end user experience2022 11,451,456Learning stable representations of devices for clustering-based device classification systems2022 11,451,945Transparent roaming in virtual access point (VAP) enabled networks2022 11,438,240Compressed transmission of network data for networking machine learning systems2022 11,438,406Adaptive training of machine learning models based on live performance metrics2022 11,425,009Negotiating machine learning model input features based on cost in constrained networks2022 11,425,048Using throughput mode distribution as a proxy for quality of experience and path selection in the internet2022 11,425,228Protocol independent signal slotting and scheduling2022 11,416,522Unsupervised learning of local-aware attribute relevance for device classification and clustering2022 11,409,516Predicting the impact of network software upgrades on machine learning model performance2022 11,411,838Adaptive stress testing of SD-WAN tunnels for what-if scenario model training2022 11,405,802Roaming and transition patterns coding in wireless networks for cognitive visibility2022 11,398,959Proactive routing using predicted path seasonality and trends for enhanced application experience2022 11,397,876Assessing data fidelity in a machine learning-based network assurance system2022 11,398,958Reverting routing decisions made based on incorrect network predictions2022 11,399,023Revisiting device classification rules upon observation of new endpoint attributes2022 11,388,042Anomaly detection triggered proactive rerouting for software as a service (SaaS) application traffic2022 11,381,640Detection of isolated changes in network metrics using smart-peering2022 11,381,518Forecasting SDN fabric saturation and machine learning-based flow admission control2022 11,368,401Globally avoiding simultaneous reroutes in a network2022 11,362,957Jitter elimination and latency compensation at DetNet transport egress2022 11,349,716Flash classification using machine learning for device classification systems2022 11,343,171Using a flappiness metric to limit traffic disruption in wide area networks2022 11,310,141Anomaly detection of model performance in an MLOps platform2022 11,297,079Continuous validation of active labeling for device type classification2022 11,290,331Detection and resolution of rule conflicts in device classification systems2022 11,290,477Hierarchical models using self organizing learning topologies2022 11,283,830Protecting device classification systems from adversarial endpoints2022 11,265,286Tracking of devices across MAC address updates2022 11,258,673Machine learning driven data collection of high-frequency network telemetry for failure prediction2022 11,240,122Event-triggered machine learning for rare event forecasting in a software defined wide area Network (SD-WAN)2022 11,240,153Scoring policies for predictive routing suggestions2022 11,240,259Self organizing learning topologies2022 11,232,372Merging and optimizing heterogeneous rulesets for device classification2022 11,212,079Seamless rotation of keys for data analytics and machine learning on encrypted data2021 11,212,279MAC address theft detection in a distributed link layer switched network based on trust level comparison2021 11,196,629Learning robust and accurate rules for device classification from clusters of devices2021 11,165,656Privacy-aware model generation for hybrid machine learning systems2021 11,159,447Predictive routing using machine learning in SD-WANs2021 11,151,476Learning criticality of misclassifications used as input to classification to reduce the probability of critical misclassification2021 11,153,178Piggybacking control and data plane telemetry for machine learning-based tunnel failure prediction2021 11,153,347Preserving privacy in exporting device classification rules from on-premise systems2021 11,146,463Predicting network states for answering what-if scenario outcomes2021 11,140,187Learning internal ranges from network traffic data to augment anomaly detection systems2021

Career & activity timeline

Assembled from patent assignee/location history and declaration credentials.

2021–2026Patents assigned to CISCO TECH INC (161)· patent assignee history

2021–2026Based in FR· patent location history

2022Based in US· patent location history

2024Patents assigned to CISCO TECH IN NC (1)· patent assignee history

Inventor activity

Assignee and location history derived from the patent record.

Assignees

Assignee	Patents	Span
CISCO TECH INC	161	2021–2026
CISCO TECH IN NC	1	2024

Locations

Location	Patents	Span
FR	160	2021–2026
US	1	2022