Project-Team Dionysos
Team, Visitors, External Collaborators
Overall Objectives
Research Program
Application Domains
Highlights of the Year
New Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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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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