Inventor

DASGUPTA SUKRIT

US82 patents

Patents

50 patents

US9923911B2Mar 20, 2018

Anomaly detection supporting new application deployments

CISCO TECH INC111 citations98

US9654361B2May 16, 2017

Dynamic collection of network metrics for predictive analytics

CISCO TECH INC131 citations98

US9838409B2Dec 5, 2017

Cold start mechanism to prevent compromise of automatic anomaly detection systems

CISCO TECH INC47 citations97

US10764310B2Sep 1, 2020

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

CISCO TECH INC23 citations94

US10277476B2Apr 30, 2019

Optimizing network parameters based on a learned network performance model

CISCO TECH INC14 citations94

US10009364B2Jun 26, 2018

Gathering flow characteristics for anomaly detection systems in presence of asymmetrical routing

CISCO TECH INC35 citations94

US9813432B2Nov 7, 2017

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

CISCO TECH INC48 citations94

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

US10757121B2Aug 25, 2020

Distributed anomaly detection management

CISCO TECH INC12 citations86

US10218726B2Feb 26, 2019

Dynamic device clustering using device profile information

CISCO TECH INC18 citations86

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

US10062036B2Aug 28, 2018

Predictive path characteristics based on non-greedy probing

CISCO TECH INC16 citations84

US9887874B2Feb 6, 2018

Soft rerouting in a network using predictive reliability metrics

CISCO TECH INC13 citations84

US9853882B2Dec 26, 2017

Dynamic path switchover decision override based on flow characteristics

CISCO TECH INC18 citations84

US9836696B2Dec 5, 2017

Distributed machine learning autoscoring

CISCO TECH INC8 citations84

US9813314B2Nov 7, 2017

Mitigating reflection-based network attacks

CISCO TECH INC6 citations84

US9813259B2Nov 7, 2017

Probing available bandwidth along a network path

CISCO TECH INC6 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

US9552550B2Jan 24, 2017

Traffic shaping based on predicted network resources

CISCO TECH INC18 citations84

US9516025B2Dec 6, 2016

Reduced authentication times in constrained computer networks

CISCO TECH INC6 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

US9432312B2Aug 30, 2016

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

CISCO TECH INC7 citations84

US9432248B2Aug 30, 2016

Dynamically computing fate sharing in computer networks using learning machines

CISCO TECH INC13 citations84

US9426020B2Aug 23, 2016

Dynamically enabling selective routing capability

CISCO TECH INC11 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

US9219682B2Dec 22, 2015

Mintree-based routing in highly constrained networks

CISCO TECH INC14 citations84

US9178772B2Nov 3, 2015

Cumulative node heartbeat relay agents in constrained computer networks

CISCO TECH INC14 citations84

US9176832B2Nov 3, 2015

Providing a backup network topology without service disruption

CISCO TECH INC10 citations84

US8984277B2Mar 17, 2015

Reduced authentication times in constrained computer networks

CISCO TECH INC9 citations84

US10484406B2Nov 19, 2019

Data visualization in self-learning networks

CISCO TECH INC9 citations80

US9906425B2Feb 27, 2018

Selective and dynamic application-centric network measurement infrastructure

CISCO TECH INC6 citations79

US11038775B2Jun 15, 2021

Machine learning-based client selection and testing in a network assurance system

CISCO TECH INC2 citations73

US10540605B2Jan 21, 2020

Traffic-based inference of influence domains in a network by using learning machines

CISCO TECH INC4 citations73

US10498752B2Dec 3, 2019

Adaptive capture of packet traces based on user feedback learning

CISCO TECH INC4 citations73

Showing the top 50 of 82 patents by PatentIndex Score.

DASGUPTA SUKRIT

Patents

Anomaly detection supporting new application deployments

Dynamic collection of network metrics for predictive analytics

Cold start mechanism to prevent compromise of automatic anomaly detection systems

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

Optimizing network parameters based on a learned network performance model

Gathering flow characteristics for anomaly detection systems in presence of asymmetrical routing

Tracking anomaly propagation at the network level

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

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

Distributed anomaly detection management

Dynamic device clustering using device profile information

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

Predictive path characteristics based on non-greedy probing

Soft rerouting in a network using predictive reliability metrics

Dynamic path switchover decision override based on flow characteristics

Distributed machine learning autoscoring

Mitigating reflection-based network attacks

Probing available bandwidth along a network path

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

Traffic shaping based on predicted network resources

Reduced authentication times in constrained computer networks

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

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

Dynamically computing fate sharing in computer networks using learning machines

Dynamically enabling selective routing capability

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

Mintree-based routing in highly constrained networks

Cumulative node heartbeat relay agents in constrained computer networks

Providing a backup network topology without service disruption

Reduced authentication times in constrained computer networks

Data visualization in self-learning networks

Selective and dynamic application-centric network measurement infrastructure

Machine learning-based client selection and testing in a network assurance system

Traffic-based inference of influence domains in a network by using learning machines

Adaptive capture of packet traces based on user feedback learning