Personnel
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
XML PDF e-pub
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Bibliography

Major publications by the team in recent years
[1]
G. Rubino, B. Tuffin (editors)
Rare Event Simulation using Monte Carlo Methods, John Wiley & Sons, 2009.
[2]
N. Bouabdallah, A.-L. Beylot, E. Dotaro, G. Pujolle.
Resolving the Fairness Issues in Bus-Based Optical Access Networks, in: IEEE Journal on Selected Areas in Communications, 2005, vol. 23, no 8, pp. 1444–1457.
[3]
Y. 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.
[4]
Y. Hayel, D. Ros, B. Tuffin.
Less-than-Best-Effort Services: Pricing and Scheduling, in: 23rd IEEE Infocom Conference, Hong-Kong, China, March 2004.
[5]
P. L'Ecuyer.
Randomized Quasi-Monte Carlo: An Introduction for Practitioners, in: 12th International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing (MCQMC 2016), Stanford, United States, August 2016.
https://hal.inria.fr/hal-01561550
[6]
P. 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.
[7]
P. Maillé, B. Tuffin.
Telecommunication Network Economics: From Theory to Applications, Cambridge University Press, 2014, 288 p.
https://hal.inria.fr/hal-00908598
[8]
H. Nabli, B. Sericola.
Performability analysis: a new algorithm, in: IEEE Transactions on Computers, 1996, vol. 45, no 4, pp. 491–494.
[9]
A. Nafaa, A. Ksentini.
On Sustained QoS Guarantees in Operated IEEE 802.11 Wireless LANs, in: IEEE Transactions on Parallel and Distributed Systems, 2008, vol. 19, no 8, pp. 1020–1033.
[10]
G. 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.
[11]
B. 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

[12]
Y. Li.
Edge computing-based access network selection for heterogeneous wireless networks, Université Rennes 1, September 2017.
https://tel.archives-ouvertes.fr/tel-01661436
[13]
Q. Pham Tran Anh.
Algorithms and optimization for quality of experience aware routing in wireless networks : from centralized solutions, Université Rennes 1, January 2017.
https://tel.archives-ouvertes.fr/tel-01488283

Articles in International Peer-Reviewed Journals

[14]
E. Anceaume, Y. Busnel.
Lightweight Metric Computation for Distributed Massive Data Streams, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems, April 2017, vol. 10430, no 33, pp. 1–39. [ DOI : 10.1007/978-3-662-55696-2_1 ]
https://hal.archives-ouvertes.fr/hal-01634353
[15]
E. Canale, P. Romero, G. Rubino.
Factorization and Exact Evaluation of the Source-Terminal Diameter-Constrained Reliability, in: Networks, 2017, vol. 70, no 4, pp. 283-291. [ DOI : 10.1002/net.21780 ]
https://hal.inria.fr/hal-01663508
[16]
P. Frangoudis, L. Yala, A. Ksentini.
CDN-as-a-Service Provision over a Telecom Operator's Cloud, in: IEEE Transactions on Network and Service Management (TNSM), June 2017, vol. 14, no 3, pp. 702-716. [ DOI : 10.1109/TNSM.2017.2710300 ]
https://hal.inria.fr/hal-01659931
[17]
S. Gamboa, A. Pelov, P. Maillé, X. Lagrange, N. Montavont.
Reducing the energy footprint of cellular networks with delay-tolerant users, in: IEEE Systems Journal, June 2017, vol. 11, no 2, pp. 729 - 739. [ DOI : 10.1109/JSYST.2015.2476376 ]
https://hal.archives-ouvertes.fr/hal-01611343
[18]
E. Gourdin, P. Maillé, G. Simon, B. Tuffin.
The Economics of CDNs and Their Impact on on Service Fairness, in: IEEE Transactions on Network and Service Management, 2017, vol. 14, no 1, pp. 22-33.
https://hal.inria.fr/hal-01398923
[19]
N. Jara, R. Vallejos, G. Rubino.
A Method for Joint Routing, Wavelength Dimensioning and Fault Tolerance for any set of simultaneous failures on Dynamic WDM Optical Networks, in: Optical Fiber Technology, 2017, vol. 38, no Supplement C, pp. 30-40. [ DOI : 10.1016/j.yofte.2017.08.001 ]
https://hal.inria.fr/hal-01663501
[20]
N. Jara, R. Vallejos, G. Rubino.
Blocking Evaluation and Wavelength Dimensioning of Dynamic WDM Networks without Wavelength Conversion, in: Journal of optical communications and networking, August 2017, vol. 9, no 8, pp. 625-634. [ DOI : 10.1364/JOCN.9.000625 ]
https://hal.inria.fr/hal-01663506
[21]
P. L'Ecuyer, P. Maillé, N. Stier-Moses, B. Tuffin.
Non-Neutrality of Search Engines and its Impact on Innovation, in: Internet Technology Letters, 2017.
https://hal.inria.fr/hal-01634370
[22]
P. L'Ecuyer, D. Munger, B. Oreshkin, R. Simard.
Random Numbers for Parallel Computers: Requirements and Methods, in: Mathematics and Computers in Simulation, 2017, vol. 135, pp. 3-17.
https://hal.inria.fr/hal-01399537
[23]
P. Maillé, B. Tuffin.
Auctions for online ad space among advertisers sensitive to both views and clicks, in: Electronic Commerce Research, 2017.
https://hal.inria.fr/hal-01241308
[24]
P. Maillé, B. Tuffin.
Preventing competition using side payments: when non-neutrality creates barriers to entry, in: Netnomics, 2017, vol. 18, no 1, pp. 3-22. [ DOI : 10.1007/s11066-016-9110-6 ]
https://hal.inria.fr/hal-01398913
[25]
F. Messaoudi, A. Ksentini, G. Simon, P. Bertin.
On using Edge Computing for computation offloading in mobile network, in: ACM Transactions on Multimedia Computing, Communications and Applications, October 2017, vol. 13, no 4, pp. 1 - 28. [ DOI : 10.1145/3115934 ]
https://hal.inria.fr/hal-01661889
[26]
A. Mouloud, D. Aissani, Y. Hadjadj-Aoul.
Towards Bandwidth and Energy Optimization in IEEE 802.15.4 Wireless Sensor Networks, in: Springer Computing, October 2017, pp. 1-24. [ DOI : 10.1007/s00607-017-0583-4 ]
https://hal.inria.fr/hal-01657663
[27]
Q. Pham Tran Anh, K. Piamrat, K. D. Singh, C. Viho.
Video Streaming over Ad-hoc Networks: a QoE-based Optimal Routing Solution, in: IEEE Transactions on Vehicular Technology, February 2017, vol. 66, no 2. [ DOI : 10.1109/TVT.2016.2552041 ]
https://hal.archives-ouvertes.fr/hal-01340989
[28]
E. Romo Montiel, M. Rivero-Angeles, G. Rubino, H. Molina-Lozano, R. Menchaca-Méndez, R. Menchaca-Méndez.
Performance Analysis of Cluster Formation in Wireless Sensor Networks, in: Sensors, December 2017, vol. 17, no 12, pp. 1-49. [ DOI : 10.3390/s17122902 ]
https://hal.inria.fr/hal-01665857
[29]
G. Rubino, S. Basterrech.
Echo State Queueing Networks: a combination of Reservoir Computing and Random Neural Networks, in: Probability in the Engineering and Informational Sciences, 2017, vol. 31, no 4, pp. 457-476. [ DOI : 10.1017/S0269964817000110 ]
https://hal.inria.fr/hal-01663499
[30]
N. Torres-Cruz, M. Rivero-Angeles, G. Rubino, R. Menchaca-Méndez, R. Menchaca-Méndez.
A window-based, server-assisted P2P network for VoD services with QoE guarantees, in: Mobile Information Systems, March 2017, vol. 2017, no Article ID 2084684, pp. 1-16. [ DOI : 10.1155/2017/2084684 ]
https://hal.inria.fr/hal-01665853

Invited Conferences

[31]
S. Basterrech, G. Rubino.
A G-Network as a Reservoir Computing Model, in: First G-Networks Workshop, Nice, France, January 2017.
https://hal.inria.fr/hal-01658101
[32]
P. L'Ecuyer.
History of uniform random number generation, in: WSC 2017 - Winter Simulation Conference, Las Vegas, United States, December 2017.
https://hal.inria.fr/hal-01561551
[33]
G. Rubino.
Dependability Analysis through Monte Carlo Methods: The Case of Rare Events - Tutorial, in: ICDT 2017 - The 12th International Conference on Digital Telecommunications, Venezia, Italy, April 2017.
https://hal.inria.fr/hal-01658088
[34]
G. Rubino.
New results on the transient analysis of some fundamental queuing systems - Keynote presentation, in: ACMPT 2017 - Analytical and Computational Methods in Probability Theory and its Applications, Moscow, Russia, A. Lebedev (editor), Analytical and Computational Methods in Probability Theory, Lomonosov Moscow State University (MSU), October 2017.
https://hal.inria.fr/hal-01657448
[35]
G. Rubino.
On the derivation of closed-form expressions of the solutions to (possibly infinite) some simple linear systems of ODEs - Keynote presentation, in: CDEDS 2017 - Conference on Differential Equations and Dynamical Systems, Suzhou, China, September 2017.
https://hal.inria.fr/hal-01658064
[36]
G. Rubino.
Rare events in simulation: issues and techniques - Plenary speaker, in: IMA 2017 - the 6th World Congress of the Microsimulation Association, Torino, Italy, June 2017.
https://hal.inria.fr/hal-01658082

International Conferences with Proceedings

[37]
I. 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, January 2018, pp. 1-6.
https://hal.inria.fr/hal-01657667
[38]
I. Alawe, A. Ksentini, Y. Hadjadj-Aoul, P. Bertin, A. Kerbellec.
On Evaluating Different Trends for Virtualized and SDN-ready Mobile Network, in: CloudNet 2017 - 6th IEEE International Conference on Cloud Networking, Prague, Czech Republic, Cloud Networking (CloudNet), 2017 IEEE 6th International Conference on, IEEE, September 2017, pp. 1-6. [ DOI : 10.1109/CloudNet.2017.8071534 ]
https://hal.inria.fr/hal-01657671
[39]
H. B. Ammar, S. A. Chellouche, Y. Hadjadj-Aoul.
A Markov Chain-based Approximation of CCN Caching Systems, in: ISCC 2017 - IEEE Symposium on Computers and Communications, Heraklion, Greece, IEEE, July 2017, pp. 1-6. [ DOI : 10.1109/ISCC.2017.8024551 ]
https://hal.inria.fr/hal-01657679
[40]
Z. Botev, P. L'Ecuyer.
Accurate computation of the right tail of the sum of dependent log-normal variates, in: WSC 2017 - Winter Simulation Conference, Las Vegas, United States, December 2017.
https://hal.inria.fr/hal-01561552
[41]
G. Bouzillé, R. Westerlynck, G. Defossez, D. BOUSLIMI, S. Bayat, C. Riou, Y. Busnel, C. Le Guillou, J.-M. Cauvin, C. Jacquelinet, P. Pladys, E. Oger, E. Stindel, P. Ingrand, G. Coatrieux, M. Cuggia.
Sharing health big data for research - A design by use cases: the INSHARE platform approach, in: The 16th World Congress on Medical and Health Informatics (MedInfo2017), Hangzhou, China, The 16th World Congress on Medical and Health Informatics (MedInfo2017), August 2017.
https://hal.archives-ouvertes.fr/hal-01535703
[42]
P. W. Glynn, M. K. Nakayama, B. Tuffin.
On the estimation of the mean time to failure by simulation, in: 2017 Winter Simulation Conference, Las Vegas, United States, December 2017.
https://hal.inria.fr/hal-01551078
[43]
Best Paper
C. Hardy, E. Le Merrer, B. Sericola.
Distributed deep learning on edge-devices: feasibility via adaptive compression, in: IEEE NCA 2017 - 16th IEEE International Symposium on Network Computing and Applications, Boston, United States, October 2017, This article has received the Best Paper Award.
https://hal.inria.fr/hal-01650936
[44]
N. Jara, R. Vallejos, G. Rubino.
Alternate Paths for Multiple Fault Tolerance on Dynamic WDM Optical Networks, in: HPSR 2017 - 18th IEEE International Conference on High Performance Switching and Routing, Campinas, Brazil, IEEE, June 2017, pp. 1-6. [ DOI : 10.1109/HPSR.2017.7968674 ]
https://hal.inria.fr/hal-01663507
[45]
Y. Li, P. Frangoudis, Y. Hadjadj-Aoul, P. Bertin.
A Mobile Edge Computing-Assisted Video Delivery Architecture for Wireless Heterogeneous Networks, in: ISCC 2017 - IEEE Symposium on Computers and Communications, Heraklion, Greece, IEEE, July 2017, pp. 1-6. [ DOI : 10.1109/ISCC.2017.8024583 ]
https://hal.inria.fr/hal-01657678
[46]
P. Maillé, B. Tuffin.
Enforcing free roaming among UE countries: an economic analysis, in: 13th International Conference on Network and Service Management (CNSM), Tokyo, Japan, November 2017.
https://hal.inria.fr/hal-01428920
[47]
P. Maillé, B. Tuffin.
How does imposing free roaming in EU impact users and ISPs' relations?, in: 8th International Conference Network of the Future, London, United Kingdom, November 2017.
https://hal.inria.fr/hal-01493911
[48]
P. Maillé, B. Tuffin.
Non-Neutrality Pushed by Big Content Providers, in: 14th International Conference on Economics of Grids, Clouds, Systems, and Services (GE- CON'2017), Biarritz, France, September 2017.
https://hal.inria.fr/hal-01398926
[49]
F. Messaoudi, A. Ksentini, P. Bertin.
On using Edge Computing for computation offloading in mobile network, in: Globecom 2017 - IEEE Global Communications Conference, Singapore, Singapore, December 2017.
https://hal.inria.fr/hal-01661885
[50]
Y. Mocquard, B. Sericola, E. Anceaume.
Probabilistic Analysis of Counting Protocols in Large-scale Asynchronous and Anonymous Systems, in: Proceedings of the 16th IEEE International Conference on Network Computing and Applications, Boston, United States, October 2017.
https://hal.archives-ouvertes.fr/hal-01580275
[51]
M. Rivero-Angeles, G. Rubino.
Transmission Probability Strategies for Cluster-based Event-Driven Wireless Sensor Networks, in: CyberC 2017 - International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, Nanjing, China, October 2017, pp. 1-4.
https://hal.inria.fr/hal-01665855
[52]
N. Rivetti, Y. Busnel, L. Querzoni.
Délestage avisé dans les systèmes de traitement de flux, in: ALGOTEL 2017 - 19èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Quiberon, France, May 2017.
https://hal.archives-ouvertes.fr/hal-01519427
[53]
A. Samba, Y. Busnel, A. Blanc, P. Dooze, G. Simon.
Instantaneous Throughput Prediction in Cellular Networks: Which Information Is Needed?, in: 2017 IFIP/IEEE International Symposium on Integrated Network Management (IM), Lisbonne, Portugal, 2017 IFIP/IEEE International Symposium on Integrated Network Management (IM), IEEE, May 2017.
https://hal.archives-ouvertes.fr/hal-01535696
[54]
J.-M. Sanner, Y. Hadjadj-Aoul, M. Ouzzif, G. Rubino.
An evolutionary controllers' placement algorithm for reliable SDN networks, in: ManSDN/NF 2017 - 4th International Workshop on Management of SDN and NFV Systems, Tokyo, Japan, November 2017, pp. 1-6.
https://hal.inria.fr/hal-01657698
[55]
J.-M. Sanner, M. Ouzzif, Y. Hadjadj-Aoul.
Multi-objective evolutionary algorithms for optimized placements of SDN controllers, VNFs and VNFs chains in new Telecom infrastructures, in: SDN Day 2017 - Software Defined Networks, Paris, France, November 2017.
https://hal.inria.fr/hal-01657689
[56]
F. Slim, F. Guillemin, A. Gravey, Y. Hadjadj-Aoul.
Towards a Dynamic Adaptive Placement of Virtual Network Functions under ONAP, in: Third International NFV-SDN'17-O4SDI - Workshop on Orchestration for Software-Defined Infrastructures), Berlin, Germany, November 2017, pp. 1-6.
https://hal.inria.fr/hal-01657705
[57]
F. Slim, F. Guillemin, Y. Hadjadj-Aoul.
On Virtual Network Functions' Placement in Future Distributed Edge Cloud, in: CloudNet 2017 - IEEE 6th International Conference on Cloud Networking, Prague, Czech Republic, Cloud Networking (CloudNet), 2017 IEEE 6th International Conference on, IEEE, September 2017, pp. 1-4. [ DOI : 10.1109/CloudNet.2017.8071524 ]
https://hal.inria.fr/hal-01657676
[58]
F. Slim, F. Guillemin, Y. Hadjadj-Aoul.
CLOSE: A Costless Service Offloading Strategy for Distributed Edge Cloud, in: GTCC 2017 - IEEE Workshop on Game Theory in Computer Communications, Las Vegas, United States, January 2018.
https://hal.inria.fr/hal-01661624
[59]
B. Tuffin.
Network Neutrality: Modeling and Challenges and its Impact on Clouds: Keynote Talk, in: GECON 2017 - 14th International Conference on Economics of Grids, Clouds, Systems & Services, Biarritz, France, September 2017.
https://hal.inria.fr/hal-01634382
[60]
L. Yala, P. Frangoudis, G. Lucarelli, A. Ksentini.
Balancing between cost and availability for CDNaaS resource placement, in: IEEE Global Communications Conference (GLOBECOM 2017), Singapore, Singapore, December 2017.
https://hal.inria.fr/hal-01590885

National Conferences with Proceedings

[61]
N. Rivetti, E. Anceaume, Y. Busnel, L. Querzoni, B. Sericola.
Ordonnancement dynamique pour un équilibrage de charge quasi-optimal dans les systèmes de traitement de flux, in: ALGOTEL 2017 - 19èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Quiberon, France, May 2017.
https://hal.archives-ouvertes.fr/hal-01519432

Conferences without Proceedings

[62]
Y. Busnel, N. Riveei, A. Gal.
FlinkMan : Anomaly Detection in Manufacturing Equipment with Apache Flink : Grand Challenge, in: DEBS '17 - 11th ACM International Conference on Distributed and Event-based Systems, Barcelone, Spain, June 2017, pp. 274-279. [ DOI : 10.1145/3093742.3095099 ]
https://hal.archives-ouvertes.fr/hal-01644417

Scientific Popularization

[63]
B. Tuffin.
La simulation de Monte-Carlo, in: Interstices, April 2017.
https://hal.inria.fr/hal-01533686

Other Publications

[64]
I. Alawe, Y. Hadjadj-Aoul, P. Bertin, A. Ksentini, D. Darche.
RNN-based traffic prediction for pro-active scaling of the AMF, November 2017, 1 p, SDN Day 2017 - Software Defined Networks Day, Poster.
https://hal.inria.fr/hal-01657683
[65]
C. Hardy, E. Le Merrer, G. Rubino, B. Sericola.
Evaluation of Random Neural Layers in Deep Neural Networks, December 2017, 1 p, NIPS 2017 - workshop Deep Learning: Bridging Theory and Practice, Poster.
https://hal.inria.fr/hal-01657644
[66]
C. Hardy, E. Le Merrer, B. Sericola.
Distributed deep learning on edge-devices in the Parameter Server Model, September 2017, 1 p, Workshop on Decentralized Machine Learning, Optimization and Privacy, Poster.
https://hal.inria.fr/hal-01651145
[67]
C. Hardy, E. Le Merrer, B. Sericola.
Distributed deep learning on edge-devices: feasibility via adaptive compression, October 2017, working paper or preprint.
https://hal.inria.fr/hal-01622580
[68]
P. L'Ecuyer, P. Wambergue, E. Bourceret.
Spectral Analysis of the MIXMAX Random Number Generators, 2017, working paper or preprint.
https://hal.inria.fr/hal-01634350
[69]
P. Maillé, B. Tuffin.
Analysis of Sponsored Data in the Case of Competing Wireless Service Providers, 2017, working paper or preprint.
https://hal.inria.fr/hal-01670139
[70]
P. Maillé, B. Tuffin.
La fin des frais d'itinérance dans l'Union européenne en 2017, est-ce la panacée ?, 2017, working paper or preprint.
https://hal.inria.fr/hal-01671481
[71]
Y. Mocquard, B. Sericola, E. Anceaume.
Probabilistic Analysis of Rumor Spreading Time, November 2017, working paper or preprint.
https://hal.archives-ouvertes.fr/hal-01652777
References in notes
[72]
G. Rubino, B. Tuffin (editors)
Rare Event Simulation using Monte Carlo Methods, John Wiley & Sons, 2009.
[73]
W. J. Anderson.
Continuous-Time Markov Chains, Springer, 1991.