Sandrine VATON
Présentation
Publications
Publications
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Mélange de ports et d’IP par processus de décision markoviens min-maxAlgoTel 2024 : 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2024, Saint-Briac-sur-Mer, France |
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Minmax Restless Bandits for Efficient Moving Target DefenseRESSI 2024 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2024, Eppe-Sauvage, France |
Automated Identification of BBR Traffic based on Packet Inter-Arrival Times AnalysisITC-35: 35th International Teletraffic Congress, Oct 2023, Torino, Italy. ⟨10.1109/ITC-3560063.2023.10555831⟩ |
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SECL: A Zero-Day Attack Detector and Classifier based on Contrastive Learning and Strong RegularizationARES 2024: The 19th International Conference on Availability, Reliability and Security, Jul 2024, Vienna, Austria. pp.1-12, ⟨10.1145/3664476.3664505⟩ |
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Segmentation à faible coût des délais réseau basée sur le regroupement hiérarchiqueGRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France |
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Cyber Informedness: A New Metric using CVSS to Increase Trust in Intrusion Detection SystemsEICC 2023: European Interdisciplinary Cybersecurity Conference, Jun 2023, Stavanger, Norway. ⟨10.1145/3590777.3590786⟩ |
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A Method for Discovering Novel Classes in Tabular DataICKG 2022: IEEE International Conference on Knowledge Graph, Nov 2022, Orlando, United States. pp.265-274, ⟨10.1109/ICKG55886.2022.00041⟩ |
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Découvrir de nouvelles classes dans des données tabulairesEGC 2023: Extraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.467-474 |
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Explainability-based Metrics to Help Cyber Operators Find and Correct Misclassified CyberattacksCoNEXT 2023: The 19th International Conference on emerging Networking EXperiments and Technologies, Dec 2023, Paris, France. ⟨10.1145/3630050.3630079⟩ |
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Lightweight Network Delay Segmentation Based on Smoothed Hierarchical ClusteringIFIP Networking 2023: IFIP Networking Conference, Jun 2023, Barcelone, Spain. ⟨10.23919/IFIPNetworking57963.2023.10186416⟩ |
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Troubleshooting Enhancement with Automated Slow-Start DetectionICIN 2023: 26th Conference on Innovation in Clouds, Internet and Networks and Workshops, Mar 2023, Paris, France. pp.129-136, ⟨10.1109/ICIN56760.2023.10073485⟩ |
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An Interactive Interface for Novel Class Discovery in Tabular DataECML PKDD 2023: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2023, Turin, Italy. pp.295-299, ⟨10.1007/978-3-031-43430-3_18⟩ |
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Neural collaborative filtering for network delay matrix completion18th International Conference on Network and Service Management, Oct 2022, Thessalonique, Greece. ⟨10.23919/CNSM55787.2022.9964607⟩ |
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Non-negative Matrix Factorization For Network Delay Matrix CompletionNOMS 2022: IEEE/IFIP Network Operations and Management Symposium - 7th IFIP/IEEE International Workshop on Analytics for Network and Service Management, Apr 2022, Budapest, Hungary. ⟨10.1109/NOMS54207.2022.9789871⟩ |
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A decentralised data layer for collaborative End-to-End service assuranceICIN 2022: 25th Conference on Innovation in Clouds, Internet and Networks, Mar 2022, Paris (virtual conference), France. ⟨10.1109/ICIN53892.2022.9758094⟩ |
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Machine Learning and Visualization tools for Cyberattack DetectionRESSI 2022 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2022, Chambon-sur-Lac, France |
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Stochastic Backpropagation through Fourier Transforms29th European Signal Processing Conference (EUSIPCO), Aug 2021, Dublin ( virtual ), Ireland. ⟨10.23919/EUSIPCO54536.2021.9616294⟩ |
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On the Variational Posterior of Dirichlet Process Deep Latent Gaussian Mixture ModelsICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models, Jul 2020, Vienna, Austria |
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Scalable Monitoring Heuristics for Improving Network LatencyNOMS 2020 : IEEE/IFIP Network Operations and Management Symposium, Apr 2020, Budapest, Hungary. ⟨10.1109/NOMS47738.2020.9110341⟩ |
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An Infinite Multivariate Categorical Mixture Model for Self-Diagnosis of Telecommunication NetworksICIN 2020 : 23rd Conference on Innovation in Clouds, Internet and Networks, Feb 2020, Paris, France. ⟨10.1109/ICIN48450.2020.9059491⟩ |
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Poster Abstract: A flexible infinite HMM model for accurate characterization and segmentation of RTT timeseriesIEEE INFOCOM 2019 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Apr 2019, Paris, France. pp.1055-1056, ⟨10.1109/INFCOMW.2019.8845296⟩ |
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Web View: Measuring & Monitoring Representative Information on WebsitesICIN 2019 - QOE-MANAGEMENT 2019 : 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops, Feb 2019, Paris, France. ⟨10.1109/ICIN.2019.8685876⟩ |
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Statistical Characterization of Round-Trip Times with Nonparametric Hidden Markov ModelsIFIP/IEEE IM 2019 Workshop: 4th International Workshop on Analytics for Network and Service Management (AnNet 2019), Apr 2019, Washington DC, United States |
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Influence of Internet Protocols and CDN on Web BrowsingNTMS 2019 : 10th IFIP International Conference on New Technologies, Mobility and Security, Jun 2019, Canary Islands, Spain. ⟨10.1109/NTMS.2019.8763827⟩ |
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Optimisation conjointe de la métrologie active et du routage : une approche markovienneRencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, May 2018, Roscoff, France |
Learning network states from RTT measurementsRIPE 77, RIPE NCC, Oct 2018, Amsterdam, Netherlands |
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Web Browsing Measurements: An Above-The-Fold Browser-Based TechniqueICDCS 2018 : 38th International Conference on Distributed Computing Systems, Jul 2018, Vienne, Austria. ⟨10.1109/ICDCS.2018.00184⟩ |
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Application of probabilistic modeling and machine learning to the diagnosis of FTTH GPON networksONDM 2017 : 21st Conference on Optical Network Design and Modeling, May 2017, Budapest, Hungary. pp.1 - 3, ⟨10.23919/ONDM.2017.7958529⟩ |
A Software-based Approach to Generate and Detect Flooding Attacks against DNS InfrastructureOARC 26 2016 : workshop DSN-OARC - Domain Name System Operations Analysis ane Research Center, May 2017, Madrid, Spain |
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A software-based approach to reproduce and detect flooding attacks against DNSRIPE 74 2017 : RIPE NCC meeting - Réseaux IP Européens, May 2017, Budapest, Hongrie |
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Which Secure Transport Protocol for a Reliable HTTP/2-based Web Service : TLS or QUIC ?ISCC 2017 : 22nd IEEE symposium on International Symposium on Computers and Communications, Jul 2017, Heraklion, Greece. ⟨10.1109/ISCC.2017.8024637⟩ |
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A highly adaptable probabilistic model for self-diagnosis of GPON-FTTH access networkSoftCOM 2016 : 24th International Conference on Software, Telecommunications and Computer Networks, Sep 2016, Split, Croatia. pp.1 - 5, ⟨10.1109/SOFTCOM.2016.7772106⟩ |
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Autoreloc: Automated Design Flow for Bitstream Relocation on Xilinx FPGAsDSD 2016 : Euromicro Conference on Digital System Design, Aug 2016, Limassol, Cyprus. pp.14 - 21, ⟨10.1109/DSD.2016.92⟩ |
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Reproducing DNS 10Gbps flooding attacks with commodity-hardwareIWCMC 2016 : 12th International Wireless Communications & Mobile Computing Conference, Sep 2016, Paphos, Cyprus. pp.510 - 515, ⟨10.1109/IWCMC.2016.7577110⟩ |
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SDN-based Overlay Networks for QoS-aware RoutingSIGCOMM 2016 : annual conference of the ACM Special Interest Group on Data Communication, LANCOMM 2016 : Workshop on Fostering Latin-American Research in Data Communication Networks, Aug 2016, Florianopolis, Brazil. pp.19 - 21, ⟨10.1145/2940116.2940121⟩ |
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A tutorial on the EM algorithm for Bayesian networks: application to self-diagnosis of GPON-FTTH networksIWCMC 2016 : 12th International Wireless Communications & Mobile Computing Conference, Sep 2016, Paphos, Cyprus. pp.369 - 376, ⟨10.1109/IWCMC.2016.7577086⟩ |
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A 3-layered self-reconfigurable generic model for self-diagnosis of telecommunication networksIntelliSys 2015 : SAI Intelligent Systems Conference, Nov 2015, London, United Kingdom. pp.25 - 34, ⟨10.1109/IntelliSys.2015.7361080⟩ |
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Semantics based analysis of botnet activity from heterogeneous data sourcesIWCMC 2015 : 11th International Wireless Communications & Mobile Computing Conference - TRAC Workshop : Traffic Analysis and Characterization, Aug 2015, Dubrovnik, Croatia |
First-price auctions with reimbursement in NSP alliances with asymmetric buyersLANC 2014 : 8th Latin America Networking Conference, Sep 2014, Montevideo, Uruguay. pp.Art. n°1 -, ⟨10.1145/2684083.2684084⟩ |
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Energy-Efficient FPGA Implementation for Binomial Option Pricing Using OpenCLDATE 2014 : Design, Automation and Test in Europe, Mar 2014, Dresden, Germany |
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Accélération matérielle pour le traitement de trafic sur FPGA15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), May 2013, Pornic, France. pp.1-4 |
Toward Composable Network Traffic MeasurementINFOCOM 2013 : 32nd IEEE Conference on Computer Communications, Apr 2013, Turin, Italy |
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Flexible, extensible, open-source and affordable FPGA-based traffic generatorHPDC 2013 : 22nd International ACM Symposium on High Performance Parallel and Distributed Computing, Jun 2013, New-York, United States |
Hardware Acceleration of SVM-Based Traffic Classification on FPGAIWCMC TRAC: International Wireless Communications and Mobile Computing Conference, International Workshop on TRaffic Analysis and Classification, Aug 2012, Limassol, Cyprus |
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On the problem of revenue sharing in multi-domain federations11th International Networking Conference (NETWORKING), May 2012, Prague, Czech Republic. pp.252-264, ⟨10.1007/978-3-642-30054-7_20⟩ |
Monitoring output as feedback to the business plane: a first-price auctions with reimbursement pricing schemeETICS Industrial Workshop : Economics and Technologies Inter-Carrier Services, Nov 2012, Nozay, France |
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Maximum delay computation under traffic matrix uncertainty and its application to interdomain path selectionINOC 2011: Intermational Network Optimization Conference, Jun 2011, Hamburg, Germany. pp.182-195 |
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Network bandwidth allocation with end-to-end QoS constraints and revenue sharing in multi-domain federationsICQT'11: 7th International ICQT Workshop on Advanced Internet Charging and QoS Technology, Oct 2011, Paris, France. pp.50-62 |
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On the use of random neural networks for traffic matrix estimation in large-scale IP networks1st International Workshop on Traffic Analysis and Classification (TRAC), Jun 2010, Caen, France |
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On the use of random neural networks for traffic matrix estimation in large-scale IP networks1st International Workshop on Traffic Analysis and Classification (TRAC), Jun 2010, Caen, France |
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ETICS: QoS-enabled interconnection for Future Internet servicesFuture Network and Mobile Summit, Jun 2010, Florence, Italie |
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Flooding attacks detection and victim identification over high speed networksGIIS'2009 : IEEE Global Information Infrastructure Symposium, Jun 2009, Hammamet, Tunisia |
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Robust routing versus dynamic load balancing : a comprehensive study and new directionsDRCN'09 : 7th International Workshop on the Design of Reliable Communication Network, Oct 2009, Washington, United States |
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Robust routing versus dynamic load balancing : a comprehensive study and new directionsDRCN'09 : 7th International Workshop on the Design of Reliable Communication Network, Oct 2009, Washington, United States |
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Volume anomaly detection in data networks : an optimal detection algorithm vs the PCA approachFITraMEn 2008, 2008, Porto, Portugal. pp.113, ⟨10.1007/978-3-642-04576-9⟩ |
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Robust routing mechanisms for intradomain traffic engineering in dynamic networksLANOMS'09 : 6th Latin-American Network Operations and Management Symposium, Sep 2009, Punta Del Este, Uruguay |
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Efficient methods for traffic matrix modeling and on-line estimation in large-scale IP networksITC'21 : 21st conference on International Teletraffic Congress, Sep 2009, Paris, France. pp.1-8 |
Flooding attacks detection and victim identification over high speed networksGIIS'2009 : IEEE Global Information Infrastructure Symposium, Jun 2009, Hammamet, Tunisia |
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Robust and reactive traffic engineering for dynamic traffic demandsNGI 2008: 4th EuroNGI Conference on Next Generation Internet Networks, May 2008, Krakow, Poland. pp.69-76, ⟨10.1109/NGI.2008.16⟩ |
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End-2-end End-2-end evaluation of IP multimedia services, a user-perceived QoS approach18th ITC Specialist Seminar on Quality of Experience, May 2008, Karlskrona, Sweden |
Fast estimation of the frame error rate for error-correcting codes by the generalized error impulse methodTurbo Coding 2008: 5th International Symposium on turbo codes, Sep 2008, Lausanne, Switzerland. pp.305 - 309, ⟨10.1109/TURBOCODING.2008.4658716⟩ |
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A new statistical approach to network anomaly detectionSPECTS'08 : International Symposium on Performance Evaluation of Computer and Telecommunication Systems, Jun 2008, Edinburgh, United Kingdom. pp.441-447 |
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Multi hour robust routing and fast load change detectionICC 2008 : IEEE International Conference on Communications, May 2008, Beijing, China. pp.5777-5782, ⟨10.1109/ICC.2008.1081⟩ |
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Sequential non Bayesian network traffic flows anomaly detection and isolationIWAP 2008: International Workshop on Applied Probability, Jul 2008, Compiègne, France |
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Optimal volume anomaly detection in network traffic flowsEUSIPCO'08 : 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland |
An adaptive multi-temporal approach for robust routingEuroFGI Workshop on IP QoS and Traffic Control, Dec 2007, Lisbon, Portugal |
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Sequential Non-Bayesian Change Detection-Isolation and Its Application to the Network Traffic Flows Anomaly Detection56th Session of the ISI, INTERNATIONAL STATISTICAL INSTITUTE, Aug 2007, Lisboa, Portugal |
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A novel approach for anomaly detection over high-speed networksEC2ND : European Conference on Computer Network Defense, Oct 2007, Heraklion, Greece |
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An efficient online anomalies detection mechanism for high-speed networksMonAM 2007 : Second IEEE Workshop on Monitoring, Attack Detection and Mitigation, Nov 2007, Toulouse, France. pp.1-6 |
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An efficient online anomalies detection mechanism for high-speed networksMonAM 2007 : Second IEEE Workshop on Monitoring, Attack Detection and Mitigation, Nov 2007, Toulouse, France. pp.1-6 |
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A markovian signature-based approach to IP traffic classificationMineNet 2007 : ACM Sigmetrics Workshop on Mining Network Data, Jun 2007, San Diego, United States. pp.29-34, ⟨10.1145/1269880.1269889⟩ |
Détection-localisation séquentielle d'anomalies volumiques dans un réseauGRETSI 2007 : 21ème collloque sur le traitement du signal et des images, 11-14 septembre, Troyes, France, Sep 2007, Troyes, France |
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Search for optimality in traffic matrix estimation : a rational approach by Cramer-Rao lower boundsNGI'06 : 2nd Conference on Next Generation Internet Design and Engineering, Apr 2006, Valencia, Espagne. pp.224-231 |
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Quick traffic matrix estimation based on link count covariancesICC 2006 : IEEE International Conference on Communications, Jun 2006, Istanbul, Turquie |
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Quick traffic matrix estimation based on link count covariancesICC 2006 : IEEE International Conference on Communications, Jun 2006, Istanbul, Turquie |
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Search for optimality in traffic matrix estimation : a rational approach by Cramer-Rao lower boundsNGI'06 : 2nd Conference on Next Generation Internet Design and Engineering, Apr 2006, Valencia, Espagne. pp.224-231 |
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Performance modelling of GSM/GPRS cells with different radio ressource allocation strategiesWCNC 2005 : IEEE Wireless Communications and Networking Conference, Mar 2005, New Orleans, United States |
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Impact of data traffic composition on GPRS performances19th International Teletraffic Congress, Aug 2005, Beijing, China |
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Analytical model for performance evaluation of GPRS/EDGE multiservice networksMWCN 2005: 7th IFIP International Conference on Mobile and Wireless Communications Networks, Sep 2005, Marrakech, Maroc |
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Analytical model for performance evaluation of GPRS/EDGE multiservice networksMWCN 2005: 7th IFIP International Conference on Mobile and Wireless Communications Networks, Sep 2005, Marrakech, Maroc |
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Performance modelling of GSM/GPRS cells with different radio ressource allocation strategiesWCNC 2005 : IEEE Wireless Communications and Networking Conference, Mar 2005, New Orleans, United States |
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Quick traffic matrix estimation based on link counts covariances2nd EuroNGI Workshop On Traffic Engineering, Protection and Restoration for Next Generation Internet, May 2005, Rome, Italie |
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Quick traffic matrix estimation based on link counts covariances2nd EuroNGI Workshop On Traffic Engineering, Protection and Restoration for Next Generation Internet, May 2005, Rome, Italie |
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Least square and bayesian deconvolution in the presence of side effects and correlated noiseISIVC'04 : 2nd International Symposium on Image/Video Communications over fixed and mobile networks, Jul 2004, Brest, France. pp.355-358 |
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Estimation de matrices de trafic : bilan des techniques existantesJournées MAS (Modélisation Aléatoire et Statistique) de la SMAI ( Société de Mathématiques Appliquées & Industrielles, Sep 2004, Nancy, France |
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Network Traffic Matrix: how can one learn the prior distributions from the link counts only?ICC 2004, Jun 2004, Paris, France |
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Experience in Traffic Matrix Estimation: comparison and benchmarking of existing techniques2nd International Symposium on Image/Video Communications over fixed and mobile networks (ISIVC'04), Jul 2004, Brest, France |
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Statistical Inference of the Origin Destination Traffic Matrix: existing techniques and our Bayesian methodIX Congreso Latino Americano de Probabilidad y Estadistica Matematica, Mar 2004, Punta Del Este, Uruguay |
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Estimation de matrices de trafic : bilan des techniques existantesJournées MAS (Modélisation Aléatoire et Statistique) de la SMAI ( Société de Mathématiques Appliquées & Industrielles, Sep 2004, Nancy, France |
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Network tomography: an iterative bayesian analysisITC 2003 : 18th International Teletraffic Congress, 2003, Unknown, Unknown Region. pp.261-270 |
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Network tomography: an iterative bayesian analysisITC 2003 : 18th International Teletraffic Congress, Aug 2003, Berlin, Allemagne. pp.261 - 270 |
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Computing the minimum distance of linear codes by the error impulse method.ISIT'02, Jul 2002, Lausanne, Suisse |
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Iterative multi-user detection and decoding for turbo-coded DS-CDMA systems.Eusipco 2002 (XI European signal processing), Sep 2002, Toulouse, France |
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Computing the minimum distance of linear codes by the error impulse method.GLOBECOM '02 : IEEE GLOBECOM 2002, Nov 2002, Taipei, Taiwan. ⟨10.1109/GLOCOM.2002.1188348⟩ |
Iterative bayesian estimation of network traffic matrices in the case of bursty flowsInternet Measurement Workshop, Nov 2002, Marseille, France |
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Approximate and exact ML detectors for CDMA and MIMO systems: a tree detection approachMultiaccess, Mobility and Teletraffic for Wireless Communications (MMT'02), Jun 2002, Rennes, France |
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Hidden Markov modelling for network communication channelsACM Sigmetrics 2001 Conference, Oct 2001, Cambridge, États-Unis |
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Fractal' versus 'Markov' models of traffic (conférence invitée)Eighth IFIP Workshop on Performance Modelling and Evaluation of ATM and IP Networks, Jul 2000, Bradford, United Kingdom |
Near completely decomposable Markov models of trafficEighth IFIP Workshop on Performance Modelling and Evaluation of ATM and IP Networks, Jul 2000, Bradford, Royaume-Uni |
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Estimating the offset parameters of a mixture in the Fourier domainICASSP'99 (IEEE international conference on acoustics, speech and signal processing), Mar 1999, Phoenix, États-Unis. pp.1553 - 1556, ⟨10.1109/ICASSP.1999.756282⟩ |
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A new test for stationarity and its application to teletraffic dataICASSP'98, May 1998, Seattle, États-Unis |
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A locally stationnary semi-markovian representation of LAN traffic dataBroadband Communications, Stuggart, Apr 1998, Stuggart, Allemagne |
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Estimation d'un mélange de lois décalées dans le domaine de fourierXXXèmes journées de la statistique, ENSAI, France, May 1998, Rennes, France |
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Statistical identification of LAN traffic dataFith IFIP Workshop on Performance Modelling and Evaluation in ATM Networks, Jul 1997, Ilkley, United Kingdom |
ICQT 2013 Welcome Message of the 8th International Workshop on Internet Charging and QoS TechnologiesIEEE, pp.1, 2013 |
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Channel coding in communication networks : from theory to turbocodes. Edited by Alain Glavieux.ISTE Ltd, pp.418, 2007 |
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Codage de canal - des bases théoriques aux turbocodes (sous la direction de Alain GLAVIEUX)Hermès Science / Lavoisier, pp.453, 2005, Traité IC2 : Traitement du signal et de l'image, Traité IC2 : Traitement du signal et de l'image, 2-7462-0953-5 |
Advanced methods for the estimation of the origin destination traffic matrixPerformance Evaluation and Planning Methods for the Next Generation Internet (25 th du GERARD), A. Girard, B. Sanso, F. Vazquez-Abad, 2005 |
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Is the apparent self-similarity of the broadband traffic due to non stationarityATM Networks : Performance Modelling and Analysis, 4, 1999 |
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Minmax Restless Bandits for Efficient Moving Target DefenseRESSI 2024 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2024, Eppe-Sauvage, France. |
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Generalized Stochastic BackpropagationBeyond Backpropagation: Novel Ideas for Training Neural Architectures, Workshop at NeurIPS 2020 (2020 Conference on Neural Information Processing Systems), Dec 2020, Virtual Conférence, France |
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Novel Class Discovery: an Introduction and Key Concepts2023 |
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Bayesian Mixture Models For Semi-Supervised Clustering2019 |
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Mesure et Analyse du Trafic de Réseaux : Théorie et PratiquesRéseaux et télécommunications [cs.NI]. Université de Rennes 1, 2012 |