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Bibliography

Major publications by the team in recent years
  • 1G. Rubino, B. Tuffin (editors)

    Rare Event Simulation using Monte Carlo Methods, John Wiley & Sons, 2009.
  • 2Y. Hadjadj-Aoul, T. Taleb.

    An adaptive fuzzy-based CAC scheme for uplink and downlink congestion control in converged IP and DVB-S2 networks, in: IEEE Transactions on Wireless Communications, Feb. 2009, vol. 8, no 2, pp. 816–825.
  • 3Y. Hayel, D. Ros, B. Tuffin.

    Less-than-Best-Effort Services: Pricing and Scheduling, in: 23rd IEEE Infocom Conference, Hong-Kong, China, March 2004.
  • 4P. Leguesdron, J. Pellaumail, G. Rubino, B. Sericola.

    Transient analysis of the M/M/1 queue, in: Advances in Applied Probability, September 1993, vol. 25, no 3, pp. 702–713.
  • 5P. Maillé, B. Tuffin.

    Telecommunication Network Economics: From Theory to Applications, Cambridge University Press, 2014, 288 p.

    https://hal.inria.fr/hal-00908598
  • 6S. Mohamed, G. Rubino.

    A study of real-time packet video quality using random neural networks, in: IEEE Trans. Circuits Syst. Video Techn., 2002, vol. 12, no 12, pp. 1071–1083.

    https://doi.org/10.1109/TCSVT.2002.806808
  • 7H. Nabli, B. Sericola.

    Performability analysis: a new algorithm, in: IEEE Transactions on Computers, 1996, vol. 45, no 4, pp. 491–494.
  • 8B. Oreshkin, N. Régnard, P. L'Ecuyer.

    Rate-Based Daily Arrival Process Models with Application to Call Centers, in: Operations Research, 2016, vol. 64, no 2.

    https://hal.inria.fr/hal-01399539
  • 9G. Rubino, B. Sericola.

    A finite characterization of weak lumpable Markov processes. Part II: The continuous time case, in: Stochastic Processes and their Applications, 1993, vol. 45, pp. 115–126.
  • 10B. Tuffin.

    Bounded Normal Approximation in Highly Reliable Markovian Systems, in: Journal of Applied Probability, 1999, vol. 36, no 4.
Publications of the year

Doctoral Dissertations and Habilitation Theses

Articles in International Peer-Reviewed Journals

  • 16H. Ben Ammar, Y. Hadjadj-Aoul, G. Rubino, S. Aït-Chellouche.

    On the performance analysis of distributed caching systems using a customizable Markov chain model, in: Journal of Network and Computer Applications, March 2019, vol. 130, pp. 39-51. [ DOI : 10.1016/j.jnca.2019.01.011 ]

    https://hal.inria.fr/hal-02427996
  • 17G. Bouzillé, C. Morival, R. Westerlynck, P. Lemordant, E. Chazard, P. Lecorre, Y. Busnel, M. Cuggia.

    An Automated Detection System of Drug-Drug Interactions from Electronic Patient Records Using Big Data Analytics, in: Studies in Health Technology and Informatics, August 2019, vol. 264, pp. 45-49. [ DOI : 10.3233/SHTI190180 ]

    https://hal-univ-rennes1.archives-ouvertes.fr/hal-02280252
  • 18H. Cancela, L. Murray, G. Rubino.

    Efficient Estimation of Stochastic Flow Network Reliability, in: IEEE Transactions on Reliability, April 2019, pp. 954-970. [ DOI : 10.1109/TR.2019.2897322 ]

    https://hal.inria.fr/hal-02434272
  • 19D. E. Henni, A. Ghomari, Y. Hadjadj-Aoul.

    A consistent QoS routing strategy for video streaming services in SDN networks, in: International Journal of Communication Systems, October 2019, e4177 p. [ DOI : 10.1002/dac.4177 ]

    https://hal.inria.fr/hal-02427661
  • 20N. Jara, H. Pempelfort, G. Rubino, R. Vallejos.

    How much the wavelength dimensioning methods and a tightened QoS provision impact on the dynamic WDM optical networks capacity?, in: Optical Switching and Networking, January 2020, vol. 35, forthcoming.

    https://hal.inria.fr/hal-02431514
  • 21R. Kotto-Kombi, N. Lumineau, P. Lamarre, N. Rivetti, Y. Busnel.

    DABS-Storm: A Data-Aware Approach for Elastic Stream Processing, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2019, vol. 40, pp. 58–93. [ DOI : 10.1007/978-3-662-58664-8_3 ]

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01951682
  • 22O. Matus, J. Barrera, E. Moreno, G. Rubino.

    On the Marshall–Olkin Copula Model for Network Reliability Under Dependent Failures, in: IEEE Transactions on Reliability, June 2019, vol. 68, no 2, pp. 451 - 461. [ DOI : 10.1109/tr.2018.2865707 ]

    https://hal.inria.fr/hal-01962918
  • 23Y. Mocquard, B. Sericola, E. Anceaume.

    Probabilistic Analysis of Rumor Spreading Time, in: INFORMS Journal on Computing, July 2019, pp. 1-20. [ DOI : 10.1287/ijoc.2018.0845 ]

    https://hal.archives-ouvertes.fr/hal-01888300
  • 24Q. T. A. Pham, A. Bradai, K. D. Singh, G. Picard, R. Riggio.

    Single and Multi-domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding, in: IEEE Transactions on Network and Service Management, March 2019, vol. 16, no 1, pp. 98-112. [ DOI : 10.1109/TNSM.2018.2876623 ]

    https://hal.archives-ouvertes.fr/hal-01904442
  • 25Q. T. A. Pham, Y. Hadjadj-Aoul, A. Outtagarts.

    A Deep Reinforcement Learning Approach for VNF Forwarding Graph Embedding, in: IEEE Transactions on Network and Service Management, December 2019, vol. 16, no 4, pp. 1318-1331. [ DOI : 10.1109/TNSM.2019.2947905 ]

    https://hal.inria.fr/hal-02427641
  • 26Q. T. A. Pham, J.-M. Sanner, C. Morin, Y. Hadjadj-Aoul.

    Virtual network function-forwarding graph embedding: A genetic algorithm approach, in: International Journal of Communication Systems, August 2019, e4098 p. [ DOI : 10.1002/dac.4098 ]

    https://hal.inria.fr/hal-02427993

Invited Conferences

  • 27Y. Hadjadj-Aoul.

    Efficient support of the upcoming massive number of IoT devices, in: SEOC Day - Embedded Systems and Communicating Objects, Paris, France, April 2019.

    https://hal.inria.fr/hal-02443173
  • 28Y. Hadjadj-Aoul.

    Virtual network function forwarding graph embedding in 5g and post 5g networks, in: The 8th IEEE International Conference on Smart Communications in Network Technologies (SaCoNet), Oran, Algeria, December 2019.

    https://hal.inria.fr/hal-02443170
  • 29G. Rubino.

    Rare event analysis in technological catastrophes, in: ICT-DM 2019 - 6th International Conference on Information and Communication Technologies for Disaster Management, Paris, France, IEEExplore, December 2019.

    https://hal.inria.fr/hal-02430575
  • 30G. Rubino.

    Relations between irreducible and absorbing Markov chains, in: 2019 - Fall Western Sectional Meeting of the AMS, Riverside, United States, November 2019, 1 p.

    https://hal.inria.fr/hal-02430373
  • 31G. Rubino.

    Training recurrent Random Neural Networks: first and second-order techniques, reservoir models, numerical aspects, in: Conference on Modelling Methods in Computer Systems, Networks and Bioinformatics, Paris, France, October 2019, pp. 1-51.

    https://hal.inria.fr/hal-02430427
  • 32B. Tuffin.

    Rare-Event Simulation of Regenerative Systems: Estimation of the Mean and Distribution of Hitting Times : Plenary talk, in: MCM 2019 - 12th International Conference on Monte Carlo Methods and Applications, Sydney, Australia, July 2019, pp. 1-61.

    https://hal.inria.fr/hal-02182946

International Conferences with Proceedings

  • 33H. Ben Ammar, Y. Hadjadj-Aoul, S. Aït-Chellouche.

    Efficiently allocating distributed caching resources in future smart networks, in: CCNC 2019 - 16th IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2019, pp. 1-4. [ DOI : 10.1109/CCNC.2019.8651854 ]

    https://hal.inria.fr/hal-01933973
  • 34Y. Busnel, C. Caillouet, D. Coudert.

    Self-organized Disaster Management System by Distributed Deployment of Connected UAVs, in: ICT-DM 2019 - 6th International Conference on Information and Communication Technologies for Disaster Management, Paris, France, December 2019, pp. 1-8.

    https://hal.inria.fr/hal-02349396
  • 35Y. Busnel, C. Caillouet, D. Coudert.

    Self-organized UAV-based Supervision and Connectivity: Challenges and Opportunities, in: NCA 2019 - 18th IEEE International Symposium on Network Computing and Applications, Cambridge, United States, IEEE, September 2019, pp. 1-5. [ DOI : 10.1109/NCA.2019.8935060 ]

    https://hal.inria.fr/hal-02267396
  • 36Y. Busnel, N. Gillet.

    A Cost-effective and Lightweight Membership Assessment for Large-scale Data Stream, in: NCA 2019 - 18th IEEE International Symposium on Network Computing and Applications, Cambridge, Massachussets, United States, IEEE International Symposium on Network Computing and Applications (NCA), IEEE, September 2019, pp. 1-8.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-02270539
  • 37C. Hardy, E. Le Merrer, B. Sericola.

    MD-GAN: Multi-Discriminator Generative Adversarial Networks for Distributed Datasets, in: IPDPS 2019 - 33rd IEEE International Parallel and Distributed Processing Syposium, Rio de Janeiro, Brazil, IEEE, May 2019, pp. 1-12.

    https://hal.inria.fr/hal-01946665
  • 38J. Hodgkiss, S. Djahel, Y. Hadjadj-Aoul.

    An Advanced Coordination Protocol for Safer and more Efficient Lane Change for Connected and Autonomous Vehicles, in: CCNC 2019 - 16th IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2019, pp. 1-4. [ DOI : 10.1109/CCNC.2019.8651668 ]

    https://hal.inria.fr/hal-01933972
  • 39A. Hodroj, M. Ibrahim, Y. Hadjadj-Aoul, B. Sericola.

    Enhancing dynamic adaptive streaming over HTTP for multi-homed users using a Multi-Armed Bandit algorithm, in: 2019 15th International Wireless Communications and Mobile Computing Conference (IWCMC), Tangier, Morocco, IEEE, June 2019, pp. 692-697. [ DOI : 10.1109/IWCMC.2019.8766642 ]

    https://hal.inria.fr/hal-02428002
  • 40N. Jara, H. Pempelfort, G. Rubino, R. Vallejos.

    Survivability in optical networks: a solution for the wavelength continuity constraint case, in: LADC 2019 - 9th Latin-American Symposium on Dependable Computing, Natal, Brazil, Proceedings of the 9th Latin-American Symposium on Dependable Computing, IEEE Xplore, November 2019, pp. 1-9.

    https://hal.inria.fr/hal-02434311
  • 41A. Kamoun, P. Maillé, B. Tuffin.

    Evaluating search engines and defining a consensus implementation, in: VALUETOOLS 2019 - 12th EAI International Conference on Performance Evaluation Methodologies and Tools, Palma de Majorque, Spain, March 2019, pp. 1-10, https://arxiv.org/abs/1808.00958.

    https://hal.inria.fr/hal-01852650
  • 42Z. T. Kaplan, Y. Li, M. K. Nakayama, B. Tuffin.

    Randomized Quasi-Monte Carlo for Quantile Estimation, in: WSC 2019 - Winter Simulation Conference, National Harbor, United States, 2019, pp. 1-14.

    https://hal.inria.fr/hal-02155421
  • 43P. Maillé, B. Tuffin.

    Neutral and Non-Neutral Countries in a Global Internet: What Does it Imply?, in: GECON 2019 - 16th International Conference on the Economics of Grids, Clouds, Systems, and Services, Leeds, United Kingdom, Springer (editor), 2019, pp. 1-14.

    https://hal.inria.fr/hal-02128437
  • 44P. Maillé, B. Tuffin.

    Wireless Service Providers Pricing Game in Presence of Possible Sponsored Data, in: 15th International Conference on Network and Service Management (CNSM), Halifax, Canada, 2019.

    https://hal.inria.fr/hal-02004692
  • 45Y. Mocquard, B. Sericola, E. Anceaume.

    Brief: Explicit and Tight Bounds of the Convergence Time of Average-based Population Protocols, in: SIROCCO 2019 - 26th International Colloquium Structural Information and Communication Complexity, L'Aquila, Italy, Springer, July 2019, pp. 1-4. [ DOI : 10.1007/978-3-030-24922-9_29 ]

    https://hal-cnrs.archives-ouvertes.fr/hal-02380422
  • 46M. K. Nakayama, B. Tuffin.

    Efficient Estimation of the Mean Hitting Time to a Set of a Regenerative System, in: WSC 2019 - Winter Simulation Conference, National Harbor, United States, December 2019, pp. 1-14.

    https://hal.inria.fr/hal-02155409
  • 47Q. T. A. Pham, Y. Hadjadj-Aoul, A. Outtagarts.

    Evolutionary Actor-Multi-Critic Model for VNF-FG Embedding, in: CCNC 2020 - IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2020, pp. 1-6.

    https://hal.inria.fr/hal-02428006
  • 48M. Rahali, J.-M. Sanner, G. Rubino.

    Unicast Inference of Additive Metrics in General Network Topologies, in: MASCOTS 2019 - 27th IEEE International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, Rennes, France, IEEE, October 2019, pp. 107-115. [ DOI : 10.1109/MASCOTS.2019.00021 ]

    https://hal.inria.fr/hal-02430585
  • 49M. Rahali, J.-M. Sanner, G. Rubino.

    TOM: a self-trained Tomography solution for Overlay networks Monitoring, in: CCNC 2020 - IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2020, pp. 1-6.

    https://hal.inria.fr/hal-02434320
  • 50I. Taibi, Y. Hadjadj-Aoul, C. Barakat.

    When Deep Learning meets Web Measurements to infer Network Performance, in: CCNC 2020 - IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2020, pp. 1-6.

    https://hal.inria.fr/hal-02358004

Conferences without Proceedings

  • 51M.-L. Alberi-Morel, I. Saffar, K. D. Singh, C. Viho.

    Multi-task Deep Learning based Environment and Mobility Detection for User Behavior Modeling, in: WMLC 2019 - International Workshop on Machine Learning for Communications, Avignon, France, June 2019, pp. 1-7.

    https://hal.archives-ouvertes.fr/hal-02113163
  • 52E. Anceaume, Y. Busnel, V. Cazacu.

    L'art d'extraire des éléments du top-k en temps réel sur des fenêtres glissantes réparties, in: ALGOTEL 2019 - 21èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Saint Laurent de la Cabrerisse, France, June 2019, pp. 1-4.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-02118367
  • 53E. Anceaume, A. Guellier, R. Ludinard, B. Sericola.

    Sycomore : un registre de transactions distribué et public au débit auto-adaptatif, in: ALGOTEL 2019 - 21èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Saint Laurent de la Cabrerisse, France, June 2019, pp. 1-4.

    https://hal.archives-ouvertes.fr/hal-02118385
  • 54H. Cancela, L. Murray, G. Rubino.

    Splitting-Based Method for Network Reliability Estimation, in: MCM 2019 - 12th International Conference on Monte Carlo Methods and Applications, Sidney, Australia, July 2019, pp. 1-24.

    https://hal.inria.fr/hal-02434314
  • 55D. Patel, H. Suslade, J. Rane, P. Prabhu, S. Saluja, Y. Busnel.

    KYC As A Service (KASE) - A Blockchain Approach, in: International Conference on Modelling, Simulation & Intelligent Computing (MoSICom 2020), Dubai, United Arab Emirates, January 2020.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-02441672
  • 56Q. T. A. Pham, A. Bradai, K. D. Singh, Y. Hadjadj-Aoul.

    Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach, in: INFOCOM 2019 - IEEE International Conference on Computer Communications, Paris, France, IEEE, April 2019, pp. 1-6.

    https://hal.archives-ouvertes.fr/hal-02088819
  • 57I. Saffar, M.-L. Alberi-Morel, K. D. Singh, C. Viho.

    Machine Learning with partially labeled Data for Indoor Outdoor Detection, in: CCNC 2019 - 16th IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2019, pp. 1-7. [ DOI : 10.1109/CCNC.2019.8651736 ]

    https://hal.archives-ouvertes.fr/hal-02011454
  • 58I. Saffar, M.-L. Alberi-Morel, K. D. Singh, C. Viho.

    Mobile User Environment Detection using Deep Learning based Multi-Output Classification, in: WMNC 2019 - 12th IFIP Wireless and Mobile Networking Conference, Paris, France, September 2019, pp. 16-23. [ DOI : 10.23919/WMNC.2019.8881474 ]

    https://hal.archives-ouvertes.fr/hal-02437854
  • 59I. Saffar, M.-L. Alberi-Morel, K. D. Singh, C. Viho.

    Semi-supervised Deep Learning-based Methods for Indoor Outdoor Detection, in: ICC 2019 - IEEE International Conference on Communications, Shangai, China, IEEE, May 2019, pp. 1-7. [ DOI : 10.1109/ICC.2019.8761297 ]

    https://hal.archives-ouvertes.fr/hal-02011449
  • 60I. Saffar, K. D. Singh, M.-L. Alberi-Morel, C. Viho.

    Deep Learning based Speed Profiling for Mobile Users in 5G Cellular Networks, in: Globecom - IEEE Global Communications Conference, Waikoloa, HI, United States, IEEE, December 2019.

    https://hal.archives-ouvertes.fr/hal-02437850

Scientific Books (or Scientific Book chapters)

  • 61F. Guillemin, M.-A. Remiche, B. Sericola.

    Busy period, congestion analysis and loss probability in fluid queues, in: Advanced Trends in Queueing Theory, V. Anisimov, N. Limnios (editors), Mathematics and Statistics Series, Sciences, Iste & J. Wiley, London, 2019.

    https://hal.archives-ouvertes.fr/hal-02422782
  • 62G. Rubino.

    Transient analysis of Markovian queueing systems: a survey with focus on closed-forms and uniformization, in: Advanced Trends in Queueing Theory, V. Anisimov, N. Limnios (editors), ISTE @ Wiley, 2020, vol. 2, forthcoming.

    https://hal.inria.fr/hal-02431271

Internal Reports

Other Publications



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