1. P. Gonçalves. Analyse temps-fréquence et modèles d'invariance d'échelle : Contribution à l'étude de systèmes complexes. Habilitation à Diriger des Recherches, École doctorale de mathématiques et d'informatique fondamentale de Lyon, 2010. [WWW] Keyword(s): time-frequency(scale), EMD, multi-scale, statistics, biomedical, remote sensing, networks, wavelets, probability. [bibtex-entry]

1. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Semi-automatic extraction of functional dynamic networks describing patient's epileptic seizures. Frontiers in Neurology, 2020. Keyword(s): dynamic grahps, epilepsy, functional connectivity, graph signal processing, epileptogenic networks. [bibtex-entry]



2. A. Ancel, I. Assenmacher, K. Baba, J. Cisonni, Y. Fujiso, M. Imbert, P. Gonçalves, K. Koyamada, P. Neyron, K. Nozaki, H. Ohsaki, A.-C. Orgerie, X. Pelorson, B. Raffin, N. Sakamoto, E. Sakane, S. Wada, S. Shimijo, and A. Van Hirtum. PetaFlow: a global computing-networking-visualisation unit with social impact. International Research Journal of Computer Science, 4(2), April 2015. Keyword(s): networks, metrology,. [bibtex-entry]



3. P. Gonçalves, S. Roy, T. Begin, and P. Loiseau. Dynamic Resource Management in Clouds: A Probabilistic Approach. IEICE Transactions on Communications, special session on Networking Technologies for Cloud Services, E95-B(08), August 2012. Note: Invited paper. Keyword(s): large deviations, markov models, networks, resource management. [bibtex-entry]



4. P. Loiseau, P. Vicat-Blanc, and P. Gonçalves. A long-range dependent model for network traffic with flow-scale correlations. Stochastic Models, 27:333-361, 2011. Keyword(s): networks, metrology, fractal analysis, long range dependence. [bibtex-entry]



5. P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, and P. Vicat-Blanc. Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility. IEEE/ACM Transactions on Networking, 18(4):1261-1274, August 2010. Keyword(s): multi-scale, networks, statistics, metrology, probability. [bibtex-entry]

1. Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, and Julien Jung. Extraction of functional dynamic networks describing patient's epileptic seizures. In Conference on Complex Systems, December 7-11 2020. Keyword(s): graph signal processing, graphical lasso, graphs, neurosciences, dynamic grahps, epileptogenic networks. [bibtex-entry]



2. Gaëtan Frusque, Julien Jung, Pierre Borgnat, and Paulo Gonçalves. Temporarily Activated Patterns for Multi-trial Functional Connectivity Data. In Second Internaitonal Conference on Advances in Signal Processing and Artifical Intelligence (ASPAI), Berlin (Germany), November 2020. Keyword(s): epileptogenic networks, graph signal processing, graphical lasso, dynamic grahps. [bibtex-entry]



3. R. Fontugne, E. Bautista, C. Petrie, Nomura. Y., P. Abry, P. Gonçalves, K. Fukuda, and E. Aben. BGP Zombies: an Analysis of Beacons Stuck Routes. In 20th Passive and Active Measurements Conference (PAM'19), Chile, Puerto Varas, March 27--29 2019. Note: Best paper award. Keyword(s): graph based semi-supervised learning, networks. [bibtex-entry]



4. A. Ancel, K. Baba, J. Cisonni, Y. Fujiso, P. Goncalves, M. Imbert, K. Koyamada, K. Nozaki, H. Ohsaki, A.-C. Orgerie, X. Pelorson, B. Raffin, N. Sakamoto, E. Sakane, S. Wada, S. Shimojo, A. Van Hirtum, P. Neyron, and I. Assenmacher. Petaflow - an example of communication and computational technologies with social impact. In The 4th IEEE International Workshop on High-Speed Network and Computing Environment (in conjonction with the 37th Annual International Computer Software & Applications Conference), Kyoto (Japan), July 2013. Keyword(s): networks, metrology,. [bibtex-entry]



5. K. Avrachenkov, P. Gonçalves, and M. Sokol. On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods. In 10th Workshop on Algorithms and Models for the Web Graph, Harvard University, Cambridge, MA, USA, December 14-15 2013. Keyword(s): graph based semi-supervised learning, machine learning, networks,. [bibtex-entry]



6. S. Roy, T. Begin, and P. Gonçalves. A Complete Framework for Modelling and Generating Workload Volatility of a VoD System. In IEEE Int. Wireless Communications and Mobile Computing Conference, July 2013. Keyword(s): networks, resource management, stochastic model, estimation. [bibtex-entry]



7. S. Roy, T. Begin, and P. Gonçalves. An MCMC Based Procedure for Parameter Estimation of a VoD Workload Model. In Proceedings of the 24th Colloquium GRETSI, 2013. Keyword(s): networks, resource management, stochastic model, estimation, MCMC. [bibtex-entry]



8. K. Avrachenkov, P. Gonçalves, A. Legout, and M. Sokol. Classification of Content and Users in BitTorrent by Semi-supervised Learning Methods. In International Wireless Communications and Mobile Computing Conference (3rd International Workshop on Traffic Analysis and Classification), Cyprus, August 2012. Note: Best paper award. Keyword(s): graph based semi-supervised learning, machine learning, networks,. [bibtex-entry]



9. K. Avrachenkov, P. Gonçalves, A. Mishenin, and M. Sokol. Generalized Optimization Framework for Graph-based Semi-supervised Learning. In SIAM Data Mining, 2012. Keyword(s): machine learning, networks, telecommunications, graph based semi-supervised learning. [bibtex-entry]



10. J.-B. Delavoix, S. Roy, T. Begin, and P. Gonçalves. Demonstrating a Versatile Model for VoD Buzz Workload in Large Scale Distributed Network. In 1st IEEE International Conference on Cloud Networking, Université Pierre et Marie Curie, Paris (France), November 2012. Note: Poster and demonstration. Keyword(s): networks, Grid5000, markov models. [bibtex-entry]



11. A.-C. Orgerie, P. Gonçalves, M. Davis, J. Ridoux, and D. Veitch. Distributed Simulation and Visualization of Unsteady Flows in a Transcontinental Context. In Supercomputing, Salt Lake City (US), Nov. 2012. Note: Poster. Keyword(s): metrology, networks, Grid5000. [bibtex-entry]



12. A.-C. Orgerie, P. Gonçalves, M. Imbert, J. Ridoux, and D. Veitch. Survey of network metrology platforms. In 12th IEEE/IPSJ International Symposium on 12th IEEE/IPSJ SAINT, 3rd Workshop on High Speed Network and Computing Environments, Izmir (Turkey), July 2012. Keyword(s): networks, metrology,. [bibtex-entry]



13. K. Avrachenkov, P. Gonçalves, A. Legout, and M. Sokol. Graph Based Classification of Content and Users in BitTorrent. In NIPS Conference, Big Learning Workshop, 2011. Keyword(s): machine learning, networks, telecommunications, services, graph based semi-supervised learning. [bibtex-entry]



14. O. Goga, P. Loiseau, and P. Gonçalves. On the Impact of the Flow-Size Distribution's Tail Index on Network Performance with TCP Connections. In ACM, editor, ACM, IFIP Performance Evaluation Review, October 2011. Keyword(s): networks, statistics, performance evaluation. [bibtex-entry]



15. G. Koslovski, S. Soudan, P. Gonçalves, and P. Vicat-Blanc. Locating Virtual Infrastructures: Users and InP Perspectives. In 12th IEEE/IFIP International Symposium on Integrated Network Management - Special Track on Management of Cloud Services and Infrastructure, Dublin (Ireland), May 2011. Keyword(s): networks, virtualization, infrastructures, Networks, virtualization, infrastructures. [bibtex-entry]



16. P. Gonçalves, X. Grandchamp, X. Pelorson, B. Raffin, A. Van Hirtum, P. Vicat-Blanc, K.-i Baba, J. Cisonni, Y. Ebara, K. Nozaki, H. Ohsaki, S. Wada, T. Kawamura, K. Koyamada, E. Sakane, N. Sakamoto, and S. Shimijo. Petaflow - a project towards information and communication technologies in society. In IEEE Int. Symposium on Applications and the Internet (SAINT), Seoul (Korea), pages 347-350, July 2010. Keyword(s): networks, metrology. [bibtex-entry]



17. O. Grémillet, P. Gonçalves, P. Vicat-Blanc, and A. Dupas. Traffic classification techniques supporting semantic networks. In 1st Int. Wireless Comm. and Mobile Comp. Conf., TRaffic Analysis and Classification W., Caen (France), Jun-jul 2010. Keyword(s): networks, statistics, metrology. [bibtex-entry]



18. P. Loiseau, P. Gonçalves, J. Barral, and P. Vicat-Blanc. Modeling TCP Throughput: an Elaborated Large-Deviations-Based Model and its Empirical Validation. In IFIP, Performance, Namur (Belgium), Nov. 2010. Keyword(s): networks, multi-scale, probability, large deviations. [bibtex-entry]



19. P. Loiseau, P. Gonçalves, S. Girard, F. Forbes, and P. Vicat-Blanc. Maximum Likelihood Estimation of the Flow Size Distribution Tail Index from Sampled Packet Data. In ACM Sigmetrics, June 2009. [WWW] Keyword(s): networks, metrology, statistics. [bibtex-entry]



20. P. Loiseau, P. Gonçalves, R. Guillier, M. Imbert, Y. Kodama, and P. Vicat-Blanc. Metroflux: A high performance system for analyzing flow at very fine-grain. In TridentCom, April 2009. [WWW] Keyword(s): networks, metrology. [bibtex-entry]



21. P. Loiseau, P. Gonçalves, and P. Vicat-Blanc. A comparative study of different heavy tail index estimators of the flow size from sampled data. In MetroGrid Workshop, GridNets, Lyon, France, October 2007. ACM Press. Keyword(s): networks, statistics. [bibtex-entry]

1. S. Roy, T. Begin, P. Loiseau, and P. Gonçalves. Un modèle de trafic adapté à la volatilité de charge d'un service de vidéo à la demande: Identification, validation et application à la gestion dynamique de ressources. Technical report RR-8072, INRIA, 2012. Keyword(s): large deviations, markov models, metrology, networks, resource management, services, virtualization. [bibtex-entry]



2. K. Avrachenkov, P. Gonçalves, A. Mishenin, and M. Sokol. Generalized Optimization Framework for Graph-based Semi-supervised Learning. Technical report 7774, INRIA, October 2011. Keyword(s): machine learning, networks, telecommunications, services, graph based semi-supervised learning. [bibtex-entry]



3. P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, and P. Vicat-Blanc. Investigating self-similarity and heavy-tailed distributions on a large scale experimental facility. Technical report 6472, INRIA, March 2008. Keyword(s): networks, multi-scale, statistics. [bibtex-entry]

1. L. Noirie, M. Jaber, and P. Gonçalves. A System And A Method For Detecting Cheating Applications. Patent Alcatel Lucent, INRIA No. 12305956.0, August 2012. Keyword(s): networks, classification, metrology. [bibtex-entry]



2. P. Loiseau, R. Guillier, O. Goga, M. Imbert, P. Gonçalves, and P. Vicat-Blanc. Automated Traffic measurements and analysis in Grid'5000. Note: Best Demonstration award at ACM SIGMETRICS/PERFORMANCE (Seattle, US), June 2009. Keyword(s): networks, metrology. [bibtex-entry]



3. P. Loiseau, P. Gonçalves, G. Dewaele, P. Borgnat, P. Abry, and P. Vicat-Blanc. Vérification du lien entre auto-similarité et distributions à queues lourdes sur un dispositif grande échelle, June 2008. Note: 9 ième Atelier en Evaluation de Performances, Aussois, France. Keyword(s): networks, multi-scale, statistics. [bibtex-entry]



4. P. Loiseau, P. Gonçalves, Y. Kodama, and P. Vicat-Blanc. Metroflux: A fully operational high speed metrology platform, September 2008. Note: Euro-NF workshop: New trends in modeling, quantitative methods and measurements, in cooperation with Net-coop, THOMSON Paris Research Labs, France. Keyword(s): networks, metrology. [bibtex-entry]



5. P. Loiseau, P. Gonçalves, and P. Vicat-Blanc. How TCP can kill Self-Similarity, September 2008. Note: Euro-NF workshop: Traffic Engineering and Dependability in the Network of the Future, VTT, Finland. Keyword(s): networks, multi-scale, metrology. [bibtex-entry]

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