Sandrine Vaton

Orcid: 0000-0001-8940-6004

According to our database1, Sandrine Vaton authored at least 71 papers between 1997 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A Practical Approach to Novel Class Discovery in Tabular Data.
CoRR, 2023

Novel Class Discovery: an Introduction and Key Concepts.
CoRR, 2023

Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified Cyberattacks.
SAFE@CoNEXT, 2023

An Interactive Interface for Novel Class Discovery in Tabular Data.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Lightweight Network Delay Segmentation Based on Smoothed Hierarchical Clustering.
Proceedings of the IFIP Networking Conference, 2023

Troubleshooting Enhancement with Automated Slow-Start Detection.
Proceedings of the 26th Conference on Innovation in Clouds, Internet and Networks, 2023

Découvrir de nouvelles classes dans des données tabulaires.
Proceedings of the Extraction et Gestion des Connaissances, 2023

Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection Systems.
Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

2022
BALAdIN: truthfulness in collaborative access networks with distributed ledgers.
Ann. des Télécommunications, 2022

Non-negative Matrix Factorization For Network Delay Matrix Completion.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

A decentralised data layer for collaborative End-to-End service assurance.
Proceedings of the 25th Conference on Innovation in Clouds, Internet and Networks, 2022

A Method for Discovering Novel Classes in Tabular Data.
Proceedings of the IEEE International Conference on Knowledge Graph, 2022

Neural Collaborative Filtering for Network Delay Matrix Completion.
Proceedings of the 18th International Conference on Network and Service Management, 2022

2021
Deep Infinite Mixture Models for Fault Discovery in GPON-FTTH Networks.
IEEE Access, 2021

Stochastic Backpropagation through Fourier Transforms.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture Models.
CoRR, 2020

Web View: A Measurement Platform for Depicting Web Browsing Performance and Delivery.
IEEE Commun. Mag., 2020

Large-Scale Characterization and Segmentation of Internet Path Delays With Infinite HMMs.
IEEE Access, 2020

Scalable Monitoring Heuristics for Improving Network Latency.
Proceedings of the NOMS 2020, 2020

An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication Networks.
Proceedings of the 23rd Conference on Innovation in Clouds, 2020

2019
Joint Minimization of Monitoring Cost and Delay in Overlay Networks: Optimal Policies with a Markovian Approach.
J. Netw. Syst. Manag., 2019

A 6-month analysis of factors impacting web browsing quality for QoE prediction.
Comput. Networks, 2019

Influence of Internet Protocols and CDN on Web Browsing.
Proceedings of the 10th IFIP International Conference on New Technologies, 2019

Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseries.
Proceedings of the IEEE INFOCOM 2019, 2019

Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov Models.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Web View: Measuring & Monitoring Representative Information on Websites.
Proceedings of the 22nd Conference on Innovation in Clouds, 2019

2018
Web Browsing Measurements: An Above-the-Fold Browser-Based Technique.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017
Model-Based Probabilistic Reasoning for Self-Diagnosis of Telecommunication Networks: Application to a GPON-FTTH Access Network.
J. Netw. Syst. Manag., 2017

Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networks.
Proceedings of the 2017 International Conference on Optical Network Design and Modeling, 2017

Which secure transport protocol for a reliable HTTP/2-based web service: TLS or QUIC?
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

2016
A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networks.
Proceedings of the 24th International Conference on Software, 2016

SDN-based Overlay Networks for QoS-aware Routing.
Proceedings of the 2016 workshop on Fostering Latin-American Research in Data Communication Networks, 2016

A tutorial on the EM algorithm for Bayesian networks: Application to self-diagnosis of GPON-FTTH networks.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

Reproducing DNS 10Gbps flooding attacks with commodity-hardware.
Proceedings of the 2016 International Wireless Communications and Mobile Computing Conference (IWCMC), 2016

AutoReloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAs.
Proceedings of the 2016 Euromicro Conference on Digital System Design, 2016

2015
Semantics based analysis of botnet activity from heterogeneous data sources.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

2014
High-speed flow-based classification on FPGA.
Int. J. Netw. Manag., 2014

First-Price Auctions with Reimbursement in NSP Alliances with Asymmetric Buyers.
Proceedings of the Latin America Networking Conference on LANC 2014, Montevideo, Uruguay, September 18, 2014

Energy-efficient FPGA implementation for binomial option pricing using OpenCL.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014

2013
Toward composable network traffic measurement.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

Flexible, extensible, open-source and affordable FPGA-based traffic generator.
Proceedings of the first edition workshop on High performance and programmable networking, 2013

2012
Maximum delay computation for interdomain path selection.
Int. J. Netw. Manag., 2012

Taming traffic dynamics: Analysis and improvements.
Comput. Commun., 2012

On the Problem of Revenue Sharing in Multi-domain Federations.
Proceedings of the NETWORKING 2012, 2012

Hardware acceleration of SVM-based traffic classification on FPGA.
Proceedings of the 8th International Wireless Communications and Mobile Computing Conference, 2012

Mesure et Analyse du Trafic de Réseaux : Théorie et Pratiques.
, 2012

2011
Reactive Robust Routing: Anomaly Localization and Routing Reconfiguration for Dynamic Networks.
J. Netw. Syst. Manag., 2011

Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection.
Proceedings of the Network Optimization - 5th International Conference, 2011

Network Bandwidth Allocation with End-to-End QoS Constraints and Revenue Sharing in Multi-domain Federations.
Proceedings of the Economics of Converged, Internet-Based Networks, 2011

2010
A scalable, efficient and informative approach for anomaly-based intrusion detection systems: theory and practice.
Int. J. Netw. Manag., 2010

A new statistical method for detecting network anomalies in TCP traffic.
Eur. Trans. Telecommun., 2010

Optimal volume anomaly detection and isolation in large-scale IP networks using coarse-grained measurements.
Comput. Networks, 2010

On the use of random neural networks for traffic matrix estimation in large-scale IP networks.
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, 2010

2009
Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networks.
Proceedings of the 21st International Teletraffic Congress, 2009

Robust Routing Mechanisms for Intradomain Traffic Engineering in Dynamic Networks.
Proceedings of the 2009 Latin American Network Operations and Management Symposium, 2009

Robust routing vs dynamic load-balancing a comprehensive study and new directions.
Proceedings of the 7th International Workshop on Design of Reliable Communication Networks, 2009

2008
Multi Hour Robust Routing and Fast Load Change Detection for Traffic Engineering.
Proceedings of IEEE International Conference on Communications, 2008

Volume Anomaly Detection in Data Networks: An Optimal Detection Algorithm vs. the PCA Approach.
Proceedings of the Traffic Management and Traffic Engineering for the Future Internet, 2008

Optimal volume anomaly detection in network traffic flows.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A markovian signature-based approach to IP traffic classification.
Proceedings of the 3rd Annual ACM Workshop on Mining Network Data, 2007

2006
Quick Traffic Matrix Estimation Based on Link Count Covariances.
Proceedings of IEEE International Conference on Communications, 2006

2005
Performance modelling of GSM/GPRS cells with different radio resource allocation strategies.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2005

2004
Network traffic matrix: how can one learn the prior distributions from the link counts only?
Proceedings of IEEE International Conference on Communications, 2004

2002
Iterative Bayesian estimation of network traffic matrices in the case of bursty flows.
Proceedings of the 2nd ACM SIGCOMM Internet Measurement Workshop, 2002

Computing the minimum distance of linear codes by the error impulse method.
Proceedings of the Global Telecommunications Conference, 2002

Iterative multi-user detection and decoding for turbo-coded DS-CDMA systems.
Proceedings of the 11th European Signal Processing Conference, 2002

2001
Hidden Markov modeling for network communication channels.
Proceedings of the Joint International Conference on Measurements and Modeling of Computer Systems, 2001

1999
Estimating the offset parameters of a mixture in the Fourier domain.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
A new test of stationarity and its application to teletraffic data.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

A locally stationary semi-Markovian representation for ethernet LAN traffic data.
Proceedings of the Broadband Communications: The future of telecommunications, 1998

1997
Is the Apparent Self-Similarity of the Broadband Traffic Due to Non Stationarity?
Proceedings of the Performance Analysis of ATM Networks, 1997


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