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

  • 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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