Grupo ARTES
artes @ fing . edu . uy
Lista de algunas de las publicaciones del grupo por categoría:
[Ingeniería de Tráfico] [Evaluación de Performance] [Metrología] [PQoS] [Anomalías] [Tarificación] [Tesis]


Ingeniería de Tráfico:
[CLB14]
Germán Capdehourat, Federico Larroca, and Pablo Belzarena. Optimal multipath forwarding in planned wireless mesh networks. Computer Communications, 38(0):36 – 49, 2014. (doi:10.1016/j.comcom.2013.10.007)
[CLB12]
Germán Capdehourat, Federico Larroca, and Pablo Belzarena. Minimum queue length load-balancing in planned wireless mesh networks. In International Symposium on Wireless Communication Systems, 9th. ISWCS 2012, pages 781–785, Paris, Francia, Agosto 2012. (doi:10.1109/ISWCS.2012.6328474)
[CLRV12]
Pedro Casas, Federico Larroca, Jean-Louis Rougier, and Sandrine Vaton. Taming traffic dynamics: Analysis and improvements. Computer Communications, 35(5):565–578, 2012. (doi:10.1016/j.comcom.2010.07.009)
[LR12]
Federico Larroca and Jean-Louis Rougier. Minimum delay load-balancing via nonparametric regression and no-regret algorithms. Computer Networks, 56(4):1152–1166, 2012. (doi:10.1016/j.comnet.2011.11.015)
[BS11]
Pablo Belzarena and María Simon. The search for qos in data networks: A statistical approach. In Demetres Kouvatsos, editor, Network Performance Engineering, volume 5233 of Lecture Notes in Computer Science, pages 891–920. Springer Berlin / Heidelberg, 2011. (doi:10.1007/978-3-642-02742-0_38)
[BB10]
Paola Bermolen and François Baccelli. Multiple access mechanisms with performance guarantees for ad-hoc networks. In 7th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (IEEE SECON 2010), Boston, EEUU, Junio 2010. (doi:10.1109/SECON.2010.5508198)
[ACS+09]
Isabel Amigo, Bernardo Cabrera, Juan Schandy, Pablo Belzarena, and Gabriel Gomez. Monte: an implementation of an mpls online traffic engineering tool. In Proceedings of the 5th International Latin American Networking Conference (LANC '09), pages 67–76, Pelotas, Brasil, 2009. (doi:10.1145/1636682.1636694)
[LR09a]
F. Larroca and J.-L. Rougier. Robust regression for minimum-delay load-balancing. In 21st International Teletraffic Congress (ITC 21), pages 1–8, Paris, Francia, Setiembre 2009.
[LR09b]
Federico Larroca and Jean-Louis Rougier. A fair and dynamic load-balancing mechanism. Traffic Management and Traffic Engineering for the Future Internet: First Euro-NF Workshop, FITraMEn 2008, Porto, Portugal, December 11-12, Revised Selected Papers, pages 36–52, 2009. (doi:10.1007/978-3-642-04576-9_3)
[LR09c]
Federico Larroca and Jean-Louis Rougier. Minimum-delay load-balancing through non-parametric regression. In NETWORKING '09: Proceedings of the 8th International IFIP-TC 6 Networking Conference, pages 782–794, Berlin, Heidelberg, 2009. Springer-Verlag. (doi:10.1007/978-3-642-01399-7_61)
[CLRV09]
P. Casas, F. Larroca, J.-L. Rougier, and S. Vaton. Robust routing vs dynamic load-balancing a comprehensive study and new directions. In 7th International Workshop on Design of Reliable Communication Networks (DRCN 2009), pages 123–130, Washington D.C., EEUU, Octubre 2009. (doi:10.1109/DRCN.2009.5340015)
[CLV09]
P. Casas, F. Larroca, and S. Vaton. Robust routing mechanisms for intradomain traffic engineering in dynamic networks. In IEEE/IFIP 6th Latin American Network Operations and Management Symposium (LANOMS 2009), pages 1–10, Punta del Este, Uruguay, Octubre 2009. Ganador del Best Paper Award. (doi:10.1109/LANOMS.2009.5338803)
[LR09]
F. Larroca and J.-L. Rougier. Routing games for traffic engineering. In IEEE International Conference on Communications (ICC '09), pages 1–6, Dresden, Alemania, Junio 2009. (doi:10.1109/ICC.2009.5199427)
[CFV08]
P. Casas, L. Fillatre, and S. Vaton. Robust and reactive traffic engineering for dynamic traffic demands. In 4th EURO-NGI Confererence on Next Generation Internet Networks (NGI 2008), pages 69–76, Cracovia, Polonia, Abril 2008. Ganador del Best Paper Award. (doi:10.1109/NGI.2008.16)
[FKLO08]
A. Ferragut, D. Kofman, F. Larroca, and S. Oueslati. Design and analysis of flow aware load balancing mechanisms for multi-service networks. In 4th EURO-NGI Conference on Next Generation Internet Networks (NGI 2008), pages 84–91, Cracovia, Polonia, Abril 2008. (doi:10.1109/NGI.2008.18)
[CFV08]
P. Casas, L. Fillatre, and S. Vaton. Multi hour robust routing and fast load change detection for traffic engineering. In IEEE International Conference on Communications (ICC '08), pages 5777–5782, Beijing, China, Mayo 2008. (doi:10.1109/ICC.2008.1081)
[CV07]
Pedro Casas and Sandrine Vaton. An adaptive multi-temporal approach for robust routing. In EuroFGI Workshop on IP QoS and Traffic Control, Lisboa, Portugal, 2007.
[GTBR04]
M. Griot, G. Tucci, P. Belzarena, and S. Remersaro. Analysis and improvements to mate algorithm. In IEEE International Conference on Performance, Computing, and Communications, pages 247–251, Phoenix, EEUU, Abril 2004. (doi:10.1109/PCCC.2004.1394992)


Evaluación de Performance:
[FB12]
P. Bermolen F. Bacceli. Extremal versus additive matèrn point processes. Queueing Systems, 71(1-2):179–197, 2012. (doi:10.1007/s11134-012-9280-3)
[AMR11]
Laura Aspirot, Ernesto Mordecki, and Gerardo Rubino. Fluid Limits Applied to Peer to Peer Network Analysis. In QEST '11, Proceedings of the Eight International Conference on Quantitative Evaluation of Systems, pages 13–20, Los Alamitos, CA, USA, 2011. IEEE Computer Society. (doi:10.1109/QEST.2011.11)
[AVCL11a]
Isabel Amigo, Sandrine Vaton, Thierry Chonavel, and Federico Larroca. Maximum delay computation for interdomain path selection. International Journal of Network Management, pages n/a–n/a, 2011. (doi:10.1002/nem.799)
[AVCL11b]
Isabel Amigo, Sandrine Vaton, Thierry Chonavel, and Federico Larroca. Maximum Delay Computation under Traffic Matrix Uncertainty and Its Application to Interdomain Path Selection. In Julia Pahl, Torsten Reiners, and Stefan Voβ, editors, Network Optimization, volume 6701 of Lecture Notes in Computer Science, pages 182–195. Springer Berlin / Heidelberg, 2011. (doi:10.1007/978-3-642-21527-8_24)
[BBCS10]
Pablo Belzarena, Paola Bermolen, Pedro Casas, and María Simon. End-to-end quality of service-based admission control using the fictitious network analysis. Computer Communications, 2010. (doi:10.1016/j.comcom.2010.04.024)
[BBCS09]
P. Belzarena, P. Bermolen, P. Casas, and M. Simon. Mobility Management and Quality-of-Service for Heterogeneous Networks (ed. Demetres D. Kouvatsos), chapter Virtual Paths Networks Fast Performance Analysis. River Publishers, 2009.
[BBC+07]
Pablo Belzarena, Paola Bermolen, Pedro Casas, Andrés Ferragut, Federico Larroca, Valeria Meilan, Javier Pereira, Natalia Pignataro, Sergio Nesmachnow, Franco Robledo, Bruno Bazzano, Carlos Piana, and Alejandro Reyna. An improved model for gsm/gprs/edge performance evaluation. In Proceedings of the 4th international IFIP/ACM Latin American conference on Networking (LANC '07), pages 23–33, San José, Costa Rica, 2007. Ganador del Best Paper Award. (doi:10.1145/1384117.1384122)
[ABB+05]
Laura Aspirot, Pablo Belzarena, Paola Bermolen, Andrés Ferragut, Gonzalo Perera, and María Simon. Quality of service parameters and link operating point estimation based on effective bandwidths. Performance Evaluation, 59(2-3):103–120, 2005. (doi:10.1016/j.peva.2004.07.006)
[BFV05]
D. Buschiazzo, A. Ferragut, and A. Vázquez. Fast overflow probability estimation tool for mpls networks. In Proceedings of the 3rd international IFIP/ACM Latin American conference on Networking (LANC '05), pages 51–63, Cali, Colombia, 2005. (doi:10.1145/1168117.1168126)
[PPS02]
Juan Pechiar, Gonzalo Perera, and María Simon. Effective bandwidth estimation and testing for markov sources. Performance Evaluation, 48(1-4):157–175, 2002. (doi:10.1016/S0166-5316(02)00035-4)


Metrología:
[SB12]
Gabriel Gómez Sena and Pablo Belzarena. Statistical traffic classification by boosting support vector machines. In Proceedings of the 7th international IFIP/ACM Latin American conference on Networking (LANC '12), Medellin, Colombia, Octubre 2012.
[AB10]
Laura Aspirot and Pablo Belzarena. End-to-end quality of service seen by applications: a statistical learning approach. Computer Networks, 2010. (doi:10.1016/j.comnet.2010.06.004)
[RB10]
Claudina Rattaro and Pablo Belzarena. Throughput prediction in wireless networks using statistical learning. In LAWDN - Latin-American Workshop on Dynamic Networks, page 4 p., Buenos Aires, Argentine, 2010. INTECIN - Facultad de Ingeniería (U.B.A.) - I.T.B.A. (PDF)
[CV10]
P. Casas and S. Vaton. On the use of random neural networks for traffic matrix estimation in large-scale ip networks. In Proceedings of the 1st Workshop on Traffic Analysis and Classification (TRAC 2010), pages 326–330, Caen, Francia, Junio 2010. (doi:10.1145/1815396.1815472)
[BR09]
Paola Bermolen and Dario Rossi. Support vector regression for link load prediction. Computer Networks, 53(2):191–201, 2009. (doi:10.1016/j.comnet.2008.09.018)
[CVFC09]
P. Casas, S. Vaton, L. Fillatre, and L. Chonavel. Efficient methods for traffic matrix modeling and on-line estimation in large-scale ip networks. In 21st International Teletraffic Congress (ITC 21), pages 1–8, Paris, Francia, Setiembre 2009.
[GSB09]
Gabriel Gómez Sena and Pablo Belzarena. Early traffic classification using support vector machines. In Proceedings of the 5th International Latin American Networking Conference (LANC '09), pages 60–66, Pelotas, Brasil, Setiembre 2009. (doi:10.1145/1636682.1636693)
[ABP09]
Laura Aspirot, Karine Bertin, and Gonzalo Perera. Asymptotic normality of the nadaraya-watson estimator for nonstationary functional data and applications to telecommunications. Journal of Nonparametric Statistics, 21:535–551, Julio 2009. (doi:10.1080/10485250902878655)
[VRM+09]
Silvio Valenti, Dario Rossi, Michela Meo, Marco Mellia, and Paola Bermolen. Accurate, fine-grained classification of p2p-tv applications by simply counting packets. In Proceedings of the First International Workshop on Traffic Monitoring and Analysis (TMA '09), pages 84–92, Aachen, Alemania, Mayo 2009. (doi:10.1007/978-3-642-01645-5_10)
[BR08]
Paola Bermolen and Dario Rossi. Network forecast with support vector machines. In Proceedings of the International Workshop on Traffic Management and Traffic Engineering for the Future Internet (FITraMEn 08), Porto, Portugal, Diciembre 2008.
[NPPB07]
Juan Andrés Negreira, Javier Pereira, Santiago Pérez, and Pablo Belzarena. End-to-end measurements over gprs-edge networks. In Proceedings of the 4th international IFIP/ACM Latin American conference on Networking (LANC '07), pages 121–131, San José, Costa Rica, Octubre 2007. (doi:10.1145/1384117.1384134)
[BVJ06]
P. Bermolen, S. Vaton, and I. Juva. Search for optimality in traffic matrix estimation: a rational approach by cramer-rao lower bounds. In 2nd Conference on Next Generation Internet Design and Engineering (NGI '06), Valencia, España, Agosto 2006. (doi:10.1109/NGI.2006.1678245)
[BBLC06]
Pablo Belzarena, Víctor González Barbone, Federico Larroca, and Pedro Casas. Metronet: software para medición de calidad de servicio en voz y video. In V Congreso Iberoamericano de Telemática (CITA 2006), Monterrey, Mexico, Mayo 2006.
[APGB05]
L. Aspirot, P.Belzarena, G.Perera, and B. Bazzano. End-to-end quality of service prediction based on functional regression. In III International Working Conference on Performance Modelling and Evaluation of Heterogeneous Networks (HET-NETs 2005), Ilkley, U.K., Julio 2005.


Calidad de Servicio Percibida:
[CBV08]
Pedro Casas, Pablo Belzarena, and Sandrine Vaton. End-2-end evaluation of ip multimedia services, a user perceived quality of service approach. In 18th ITC Specialist Seminar on Quality of Experience (ITCSS 2008), Mayo 2008.
[CBIG07]
Pedro Casas, Pablo Belzarena, Ignacio Irigaray, and Diego Guerra. A user perspective for end-to-end quality of service evaluation in multimedia networks. In Proceedings of the 4th international IFIP/ACM Latin American conference on Networking (LANC '07), pages 133–137, San José, Costa Rica, Octubre 2007. (doi:10.1145/1384117.1384136)


Detección de Anomalías:
[CVFN10a]
P. Casas, S. Vaton, L. Fillatre, and I. Nikiforov. Optimal volume anomaly detection and isolation in large-scale ip networks using coarse-grained measurements. Computer Networks, 54(11):1750 – 1766, 2010. (doi:10.1016/j.comnet.2010.01.013)
[CVFN10b]
P. Casas, S. Vaton, L. Fillatre, and I. Nikiforov. Reactive robust routing: Anomaly localization and routing reconfiguration for dynamic networks. Journal of Network and Systems Management, 2010.
[CFVN09]
Pedro Casas, Lionel Fillatre, Sandrine Vaton, and Igor Nikiforov. Volume anomaly detection in data networks: An optimal detection algorithm vs. the pca approach. Traffic Management and Traffic Engineering for the Future Internet: First Euro-NF Workshop, FITraMEn 2008, Porto, Portugal, December 11-12, Revised Selected Papers, pages 96–113, 2009. (doi:10.1007/978-3-642-04576-9_7)
[FNCV08]
Lionel Fillatre, Igor Nikiforov, Pedro Casas, and Sandrine Vaton. Optimal volume anomaly detection in network traffic flows. In 16th European Signal Processing Conference (EUSIPCO 2008), Agosto 2008.
[FNVC08]
Lionel Fillatre, Igor Nikiforov, Sandrine Vaton, and Pedro Casas. Sequential non-bayesian network traffic flows anomaly detection and isolation. In International Workshop on Applied Probability (IWAP 2008), Compiègne, Francia, Julio 2008.


Tarificación en Redes de Telecomunicaciones:
[ABV13]
Isabel Amigo, Pablo Belzarena, and Sandrine Vaton. A pricing scheme for qos in overlay networks based on first-price auctions and reimbursement. NETNOMICS: Economic Research and Electronic Networking, 14(1-2):69–93, 2013. (doi:10.1007/s11066-013-9078-4)
[ABLV11]
Maria Isabel Amigo, Pablo Belzarena, Federico Larroca, and Sandrine Vaton. Network bandwidth allocation with end-to-end QoS constraints and revenue sharing in multi-domain federations. In Springer Verlag, editor, ICQT'11: 7th International ICQT Workshop on Advanced Internet Charging and QoS Technology, Heidelberg, Germany, 2011.
[BPF11]
Pablo Belzarena, Fernando Paganini, and Andrés Ferragut. Optimizing revenue for bandwidth auctions over networks with time reservations. Computer Networks, 55(9):2289 – 2302, 2011. (doi:10.1016/j.comnet.2011.03.009)
[BFP09a]
P. Belzarena, A. Ferragut, and F. Paganini. Network bandwidth allocation via distributed auctions with time reservations. In IEEE INFOCOM 2009 MiniConference, pages 2816–2820, Abril 2009. (doi:10.1109/INFCOM.2009.5062238)
[BFP09b]
Pablo Belzarena, Andrés Ferragut, and Fernando Paganini. Auctions for resource allocation in overlay networks. Network Control and Optimization: Second Euro-NF Workshop, NET-COOP 2008 Paris, France, September 8-10, 2008. Revised Selected Papers, pages 9–16, 2009. (doi:10.1007/978-3-642-00393-6_2)


Tesis y Proyectos de Fin de Carrera de algunos de los miembros:
[Ami13]
María Isabel Amigo. Technological and Economic Aspects for Quality of Service in Multidomain Alliances. Doctor en Ingeniería Eléctrica de la Universidad de la República y Docteur de Télécom Bretagne., 2013. Tutor: Pablo Belzarena & Sandrine Vaton. In English.
[Rat12]
Claudina Rattaro. Mediciones y Aprendizaje Estadístico Aplicado a Problemas de Redes Inalámbricas. Magíster en Ingeniería Eléctrica de la Universidad de la República, 2012. Tutor: Pablo Belzarena. En Español.
[Sen11]
Gabriel Gómez Sena. Clasificación de Tráfico en Internet Utilizando Métodos Estadísticos. Magíster en Ingeniería Eléctrica de la Universidad de la República, 2011. Tutor: Pablo Belzarena & Paola Bermolen. En Español.
[Ber10]
Paola Bermolen. Modèles Probabilistes et Statistiques pour la Conception et l'Analyse des Systèmes de Communications. Docteur de Télécom ParisTech. Spécialité : Informatique et Réseaux, 2010. Tutor: François Baccelli & Dario Rossi. In English.
[Cas10]
Pedro Casas. Statistical Analysis of Network Traffic for Anomaly Detection and Quality of Service Provisioning. Docteur de Télécom Bretagne. Mention : Computer Sciences, 2010. Tutor: Gerardo Rubino & Sandrine Vaton. In English.
[Bel09]
Pablo Belzarena. Modelos, Mediciones y Tarificación Para Redes con Calidad de Servicio. Doctor en Ingeniería Eléctrica de la Universidad de la República, 2009. Tutor: María Simon & Gonzalo Perera. En Español.
[Lar09]
Federico Larroca. Techniques d'Ingénierie de Trafic Dynamique pour l'Internet. Docteur de Télécom ParisTech. Spécialité : Informatique et Réseaux, 2009. Tutor: Jean-Louis Rougier. In English.
[Asp08]
Laura Aspirot. Regresión no paramétrica para datos funcionales no estacionarios. Tesis de Maestría en Ingeniería Matemática, Universidad de la República, 2008. Tutor: Gonzalo Perera. En Español.
[NPP07]
Juan Andrés Negreira, Javier Pereira, and Santiago Pérez. Estimación de performance en enlaces GPRS-EDGE (MetroCel). Proyecto de Fin de Carrera, Instituto de Ingeniería Eléctrica (IIE), 2007. Tutor: Pablo Belzarena. En Español.
[CGI05]
Pedro Casas, Diego Guerra, and Ignacio Irigaray. Calidad de Servicio Percibida en Servicios de Voz y Video sobre IP. Proyecto de Fin de Carrera, Instituto de Ingeniería Eléctrica (IIE), 2005. Tutor: Pablo Belzarena. En Español.
[DB04]
A. Vásquez D. Buschiazzo, A. Ferragut. Ingeniería de Tráfico y Calidad de Servicio en Redes MPLS. Proyecto de Fin de Carrera, Instituto de Ingeniería Eléctrica (IIE), 2004. Tutor: Pablo Belzarena. En Español.
[Asp03]
Laura Aspirot. Procesos condicionalmente débilmente dependientes y aplicaciones la estimación de anchos de banda efectivos. Monografía de Licenciatura. Laboratorio de Probabilidad y Estadística, 2003. Tutor: Gonzalo Perera. En Español.
[Bel03]
Pablo Belzarena. Ingeniería de Tráfico en Línea en Redes MPLS Aplicando la Teoría de Grandes Desviaciones. Monografía de Maestría. Instituto de Ingeniería Eléctrica, 2003, 2003. Tutores: María Simon y Daniel Kofman. En Español.
[Ber03]
Paola Bermolen. Ancho de banda efectivo para flujos markovianos. Monografía de Licenciatura. Laboratorio de Probabilidad y Estadística, 2003. Tutor: Gonzalo Perera. En Español.