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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

  • 13I. Alawe, A. Ksentini, Y. Hadjadj-Aoul, P. Bertin.

    Improving traffic forecasting for 5G core network scalability: A Machine Learning approach, in: IEEE Network Magazine, September 2018, pp. 1-10.

    https://hal.inria.fr/hal-01933966
  • 14M. Bouzouita, Y. Hadjadj-Aoul, N. Zangar, G. Rubino.

    Estimating the number of contending IoT devices in 5G networks: Revealing the invisible, in: Transactions on emerging telecommunications technologies, September 2018, no e3513, pp. 1-18. [ DOI : 10.1002/ett.3513 ]

    https://hal.inria.fr/hal-01933968
  • 15N. H. S. Duong, P. Maillé, A. Kumar, L. Toutain.

    Decentralized demand response for temperature-constrained appliances, in: IEEE Transactions on Smart Grid, 2018, https://arxiv.org/abs/1705.00918. [ DOI : 10.1109/TSG.2017.2778225 ]

    https://hal.archives-ouvertes.fr/hal-01515719
  • 16S. Jelassi, G. Rubino.

    A perception-oriented Markov model of loss incidents observed over VoIP networks, in: Computer Communications, September 2018, vol. 128, pp. 80-94. [ DOI : 10.1016/j.comcom.2018.06.009 ]

    https://hal.inria.fr/hal-01962917
  • 17R. 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, December 2018, pp. 1-38.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01951682
  • 18P. L'Ecuyer, P. Wambergue, E. Bourceret.

    Spectral Analysis of the MIXMAX Random Number Generators, in: INFORMS Journal on Computing, 2018, pp. 1-18.

    https://hal.inria.fr/hal-01634350
  • 19O. Matus, J. Barrera, E. Moreno, G. Rubino.

    On the Marshall–Olkin Copula Model for Network Reliability Under Dependent Failures, in: IEEE Transactions on Reliability, 2018, 11 p. [ DOI : 10.1109/tr.2018.2865707 ]

    https://hal.inria.fr/hal-01962918
  • 20Y. Mocquard, B. Sericola, E. Anceaume.

    Probabilistic Analysis of Rumor Spreading Time, in: INFORMS Journal on Computing, July 2018, pp. 1-20. [ DOI : 10.1287/xxxx.0000.0000 ]

    https://hal.archives-ouvertes.fr/hal-01888300
  • 21Q. 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, October 2018, pp. 1 - 14. [ DOI : 10.1109/TNSM.2018.2876623 ]

    https://hal.archives-ouvertes.fr/hal-01904442
  • 22Q. T. A. Pham, K. D. Singh, J. A. Rodríguez-Aguilar, G. Picard, K. Piamrat, J. Cerquides, C. Viho.

    AD3-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks, in: Ad Hoc Networks, November 2018, vol. 80, pp. 1 - 15. [ DOI : 10.1016/j.adhoc.2018.07.005 ]

    https://hal.inria.fr/hal-01883634
  • 23A. Samba, Y. Busnel, A. Blanc, P. Dooze, G. Simon.

    Predicting file downloading time in cellular network: Large-Scale analysis of machine learning approaches, in: Computer Networks, November 2018, vol. 145, pp. 243-254. [ DOI : 10.1016/j.comnet.2018.09.002 ]

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01951758
  • 24D.-T. Ta, N. Nguyen-Thanh, P. Maillé, V.-T. Nguyen.

    Strategic Surveillance Against Primary User Emulation Attacks in Cognitive Radio Networks, in: IEEE Transactions on Cognitive Communications and Networking, April 2018, vol. 4, no 3, pp. 582-596. [ DOI : 10.1109/TCCN.2018.2826552 ]

    https://hal.archives-ouvertes.fr/hal-01713178
  • 25N. Torres-Cruz, M. E. Rivero-Ángeles, G. Rubino, R. Menchaca-Méndez, R. Menchaca-Méndez.

    An efficient resource allocation scheme for VoD services over window-based P2P networks, in: Multimedia Tools and Applications, December 2018, vol. 77, no 23, pp. 31427-31445. [ DOI : 10.1007/s11042-018-6231-y ]

    https://hal.inria.fr/hal-01962920

Invited Conferences

  • 26A. Krinik, G. Rubino.

    Duality concepts and applications in difference and differential linear systems, in: AMS Fall Western Sectional Meeting, San Francisco, United States, October 2018.

    https://hal.inria.fr/hal-01962937
  • 27M.-R. Palattella, F. Sismondi, T. Chang, L. Baron, M. Vucinic, P. Modernell, X. Vilajosana, T. Watteyne.

    F-Interop Platform and Tools: Validating IoT Implementations Faster, in: AdHoc-Now 2018 - 17th International Conference on Ad Hoc Networks and Wireless, Saint Malo, France, September 2018, pp. 1-12.

    https://hal.inria.fr/hal-01858004
  • 28Q. T. A. Pham, J.-M. Sanner, C. Morin, Y. Hadjadj-Aoul.

    Multi-objective multi-constrained QoS Routing in large-scale networks: A genetic algorithm approach, in: SaCoNet 2018 - 7th IEEE International Conference on Smart Communications in Network Technologies, El Oued, Algeria, IEEE, October 2018, pp. 1-6.

    https://hal.inria.fr/hal-01933976
  • 29G. Rubino.

    Efficient Monte Carlo estimation of network reliability metrics with the standard estimator, in: INFORMS Annual Meeting, Phoenix, United States, November 2018.

    https://hal.inria.fr/hal-01962932
  • 30G. Rubino.

    Introduction to rare event analysis using Monte Carlo, in: MCQMC 2018: 13th International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing, Rennes, France, July 2018.

    https://hal.inria.fr/hal-01962931
  • 31G. Rubino.

    Machine Learning Developments around the PSQA Project, in: MAKI's workshop on Machine Learning in Communication Systems, Darlstadt, Germany, March 2018.

    https://hal.inria.fr/hal-01962933
  • 32G. Rubino.

    Random Neural Networks and Extensions. Applications to networking, in: Experts Summit in Network Traffic Measurement and Analysis Conference, Vienne, Austria, June 2018.

    https://hal.inria.fr/hal-01962934
  • 33B. Tuffin.

    Tutoriel. Recherche opérationnelle et théorie des jeux pour l'analyse de la neutralité du Net, in: ROADEF 2018 - 19ème congrès de la Société Française de Recherche Opérationnelle et d'Aide à  la Décision, Lorient, France, February 2018, Tutoriel.

    https://hal.inria.fr/hal-01949762

International Conferences with Proceedings

  • 34I. Alawe, Y. Hadjadj-Aoul, A. Ksentini, P. Bertin, D. Darche.

    On the scalability of 5G Core network: the AMF case, in: CCNC 2018 - IEEE Consumer Communications and Networking Conference, Las Vegas, United States, IEEE, January 2018, pp. 1-6. [ DOI : 10.1109/CCNC.2018.8319194 ]

    https://hal.inria.fr/hal-01657667
  • 35I. Alawe, Y. Hadjadj-Aoul, A. Ksentini, P. Bertin, C. Viho, D. Darche.

    An efficient and lightweight load forecasting for proactive scaling in 5G mobile networks, in: CSCN 2018 - IEEE Conference on Standards for Communications and Networking, Paris, France, IEEE, October 2018, pp. 1-6.

    https://hal.inria.fr/hal-01933974
  • 36I. Alawe, Y. Hadjadj-Aoul, A. Ksentini, P. Bertin, C. Viho, D. Darche.

    Smart scaling of the 5G core network: an RNN-based approach, in: Globecom 2018 - IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, IEEE, December 2018, pp. 1-6.

    https://hal.inria.fr/hal-01934057
  • 37E. Anceaume, Y. Busnel, V. Cazacu.

    Finding Top-k Most Frequent Items in Distributed Streams in the Time-Sliding Window Model, in: DSN 2018 - 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, Luxembourg, Luxembourg, IEEE, June 2018, pp. 1-2. [ DOI : 10.1109/DSN-W.2018.00030 ]

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01839930
  • 38E. Anceaume, Y. Busnel, V. Cazacu.

    On the Fly Detection of the Top-k Items in the Distributed Sliding Window Model, in: NCA 2018 - 17th IEEE International Symposium on Network Computing and Applications, Boston, United States, IEEE, November 2018, pp. 1-8.

    https://hal.archives-ouvertes.fr/hal-01888298
  • 39E. Anceaume, A. Guellier, R. Ludinard, B. Sericola.

    Sycomore : a Permissionless Distributed Ledger that self-adapts to Transactions Demand, in: NCA 2018 - 17th IEEE International Symposium on Network Computing and Applications, Boston, United States, IEEE, November 2018, pp. 1-8.

    https://hal.archives-ouvertes.fr/hal-01888265
  • 40H. Ben-Ammar, Y. Hadjadj-Aoul, S. Aït-Chellouche.

    Efficiently allocating distributed caching resources in future smart networks, in: CCNC 2019 - IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2019, pp. 1-4.

    https://hal.inria.fr/hal-01933973
  • 41H. Ben-Ammar, Y. Hadjadj-Aoul, G. Rubino, S. Aït-Chellouche.

    A versatile Markov chain model for the performance analysis of CCN caching systems, in: Globecom 2018 - IEEE Global Communications Conference, Abu Dhabi, United Arab Emirates, IEEE, December 2018, pp. 1-6.

    https://hal.inria.fr/hal-01934056
  • 42Z. I. Botev, Y.-L. Chen, P. L'Ecuyer, S. MacNamara.

    Exact Posterior Simulation from the Linear Lasso regression, in: 2018 Winter Simulation Conference, Goteborg, Sweden, December 2018.

    https://hal.inria.fr/hal-01949938
  • 43A. Chouayakh, A. Bechler, I. Amigo, L. Nuaymi, P. Maillé.

    A truthful auction mechanism for dynamic allocation of LSA spectrum blocks for 5G, in: NetGCoop 2018 - 9th International Conference on NETwork Games, COntrol and OPtimisation, New York, United States, November 2018.

    https://hal.archives-ouvertes.fr/hal-01923463
  • 44A. Chouayakh, A. Bechler, I. Amigo, L. Nuaymi, P. Maillé.

    Auction mechanisms for Licensed Shared Access: reserve prices and revenue-fairness tradeoffs, in: IFIP PERFORMANCE, Toulouse, France, December 2018.

    https://hal.archives-ouvertes.fr/hal-01883697
  • 45A. Chouayakh, A. Bechler, I. Amigo, L. Nuaymi, P. Maillé.

    Auction mechanisms for Licensed Shared Access: reserve prices and revenue-fairness tradeoffs, in: IFIP WG PERFORMANCE 2018 - 36th International Symposium on Computer Performance, Modeling, Measurements and Evaluation 2018, Toulouse, France, December 2018.

    https://hal.archives-ouvertes.fr/hal-01923465
  • 46A. Chouayakh, A. Bechler, I. Amigo, L. Nuaymi, P. Maillé.

    PAM: A Fair and Truthful Mechanism for 5G Dynamic Spectrum Allocation, in: PIMRC 2018 - 29th Annual IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, Bologne, Italy, September 2018.

    https://hal.archives-ouvertes.fr/hal-01881249
  • 47S. Djahel, A. Jones, Y. Hadjadj-Aoul, A. Khokhar.

    CRITIC: A Cognitive Radio Inspired Road Traffic Congestion Reduction Solution, in: WD 2018 - 10th Wireless Days Conference, Dubai, France, IEEE, April 2018, pp. 151-157. [ DOI : 10.1109/WD.2018.8361711 ]

    https://hal.inria.fr/hal-01934058
  • 48P. W. Glynn, M. K. Nakayama, B. Tuffin.

    Using Simulation to Calibrate Exponential Approximations to Tail-Distribution Measures of Hitting Times to Rarely Visited Sets, in: WSC 2018 - Winter Simulation Conference, Gothenburg, Sweden, December 2018, pp. 1-11.

    https://hal.inria.fr/hal-01785210
  • 49C. Hardy, E. Le Merrer, B. Sericola.

    Gossiping GANs, in: DIDL 2018 - Second Workshop on Distributed Infrastructures for Deep Learning, Rennes, France, December 2018. [ DOI : 10.1145/3286490.3286563 ]

    https://hal.inria.fr/hal-01923742
  • 50J. 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 - IEEE Consumer Communications & Networking Conference, Las Vegas, United States, IEEE, January 2019, pp. 1-4.

    https://hal.inria.fr/hal-01933972
  • 51R. Kerkouche, R. Alami, R. Féraud, N. Varsier, P. Maillé.

    Node-based optimization of LoRa transmissions with Multi-Armed Bandit algorithms, in: ICT 2018 - 25th International Conference on Telecommunications, Saint Malo, France, June 2018, pp. 1-6.

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01946456
  • 52P. L'Ecuyer, Z. Botev.

    On a Generalized Splitting Method for Sampling from a Conditional Distribution, in: 2018 Winter Simulation Conference, Goteborg, Sweden, December 2018.

    https://hal.inria.fr/hal-01949896
  • 53P. L'Ecuyer, K. Gustavsson, L. Olsson.

    Modeling Bursts in the Arrival Process to an Emergency Call Center, in: 2018 Winter Simulation Conference, Goteborg, Sweden, December 2018.

    https://hal.inria.fr/hal-01949910
  • 54P. Maillé, B. Tuffin.

    A Nonatomic Congestion Game Approach to Net (Non-)Neutrality, in: PGMO days, Saclay, France, November 2018.

    https://hal.inria.fr/hal-01949789
  • 55P. Maillé, B. Tuffin.

    Analysis of Sponsored Data in the Case of Competing Wireless Service Providers, in: NETGCOOP 2018 - 9th International Conference on Network Games, Control and Optimization, New York City, United States, November 2018, pp. 1-16.

    https://hal.inria.fr/hal-01670139
  • 56R. A. Marie.

    The impact of the unavailability of line replaceable units on the operational availability of system, in: ICIL 2018 - Fourteenth International Conference on Industrial Logistics, Beer Sheva, Israel, May 2018, pp. 1-6.

    https://hal.inria.fr/hal-01937235
  • 57Y. Mocquard, B. Sericola, E. Anceaume.

    Balanced allocations and global clock in population protocols: An accurate analysis, in: SIROCCO 2018 - 25th International Colloquium on Structural Information and Communication Complexity, Ma'ale HaHamisha, Israel, June 2018.

    https://hal.archives-ouvertes.fr/hal-01888301
  • 58Y. Mocquard, B. Sericola, E. Anceaume.

    Population Protocols with Convergence Detection, in: NCA 2018 - 17th IEEE International Symposium on Network Computing and Applications (NCA), Boston, United States, November 2018.

    https://hal.archives-ouvertes.fr/hal-01849441
  • 60A. Rai, B. Tuffin, R. C. Valenzuela, G. Rubino, P. Dersin.

    Estimation of Markovian Reliability Systems with Logistics via Cross-Entropy, in: 1MCQMC'18 - 13th International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, Rennes, France, July 2018.

    https://hal.inria.fr/hal-01949782
  • 61E. Romo-Montiel, M. E. Rivero-Ángeles, H. Molina-Lozano, G. Rubino, R. Menchaca-Méndez, R. Menchaca-Méndez.

    Optimal Transmission Thresholds for QoS Guarantees in WSNs, in: 21 ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM), Montréal, Canada, October 2018, pp. 108-115. [ DOI : 10.1145/3267129.3267137 ]

    https://hal.inria.fr/hal-01962923
  • 62J.-M. Sanner, P. Louin, Y. Hadjadj-Aoul, M. Ouzzif.

    An extended and flexible SDN control plane, in: SaCoNet 2018 - 7th IEEE International Conference on Smart Communications in Network Technologies, El Oued, Algeria, IEEE, October 2018, pp. 1-6.

    https://hal.inria.fr/hal-01934055
  • 63F. Slim, F. Guillemin, Y. Hadjadj-Aoul.

    CLOSE: A Costless Service Offloading Strategy for Distributed Edge Cloud, in: GTCC 2018 - IEEE Workshop on Game Theory in Computer Communications, Las Vegas, United States, January 2018, pp. 1-6.

    https://hal.inria.fr/hal-01661624

National Conferences with Proceedings

  • 64R. A. Marie.

    A new recurrent method for approximating operational performance induced by LRU spare shortage, in: 21e Colloque National de Maîtrise des risques et sûreté de fonctionnement, Reims, France, October 2018, pp. 1-9.

    https://hal.inria.fr/hal-01937251

Conferences without Proceedings

  • 65H. Cancela, L. Murray, G. Rubino.

    The Multi-Level Creation Process in Flow Network Reliability Estimation, in: MCQMC'18: 13th International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing, Rennes, France, July 2018.

    https://hal.inria.fr/hal-01962927
  • 66K. He, P. Maillé, G. Simon.

    Watermarked video delivery: traffic reduction and CDN management, in: the 9th ACM Multimedia Systems Conference, Amsterdam, Netherlands, ACM Press, June 2018. [ DOI : 10.1145/3204949.3204964 ]

    https://hal-imt-atlantique.archives-ouvertes.fr/hal-01896287
  • 67Q. T. A. Pham, A. Bradai, K. D. Singh, R. Riggio.

    A2VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks, in: WoWMoM 2018 - IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks, Chania, Greece, IEEE, June 2018. [ DOI : 10.1109/WoWMoM.2018.8449752 ]

    https://hal.archives-ouvertes.fr/hal-01879649
  • 68G. Rubino.

    Efficient Monte Carlo estimation of network reliability metrics with the standard estimator, in: RESIM 2018: 12th International Workshop on Rare-Event Simulation, Stockholm, Sweden, August 2018.

    https://hal.inria.fr/hal-01962929
  • 69G. Rubino.

    Machine learning with Random Neural Networks, in: Deep learning: From theory to applications, Rennes, France, Centre Henri Lebesgue and Technicolor, September 2018.

    https://hal.inria.fr/hal-01962948
  • 70G. Rubino.

    Random Neural Networks and extensions; applications in computer networks, in: AI in our teams, IRISA event, Rennes, France, April 2018.

    https://hal.inria.fr/hal-01962941

Scientific Books (or Scientific Book chapters)

  • 71R. A. Marie.

    Performance of a Single Server Queue Supported by an Intermittent Server, in: Systems Modeling: Methodologies and Tools, Springer, October 2018, pp. 95-113.

    https://hal.inria.fr/hal-01937227

Internal Reports

  • 72G. Aucher, A. Baire, J. Berbinau, A. Foret, J.-B. Lenhof, M.-L. Morin, O. Ridoux, F. Schwarzentruber.

    Principles for a Judgement Editor Based on BDD, Université de Rennes 1, France, November 2018, pp. 1-25, Report of a collaborative project between the Cour de cassation, the University of Rennes 1, the ENS Rennes, the Inria and the University of Torino, from 2013 to 2015.

    https://hal.inria.fr/hal-01914593

Other Publications

References in notes
  • 83P. Maillé, B. Tuffin.

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

    https://hal.inria.fr/hal-00908598
  • 84B. 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


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