2024

Articles dans une revue

Laurent Chasserat, Nicola Accettura, Pascal Berthou. LoRaSync: energy efficient synchronization for scalable LoRaWAN. Transactions on emerging telecommunications technologies, 2024, 35 (2), ⟨10.1002/ett.4940⟩. ⟨hal-03694383v3⟩

Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Oneshot Deep Reinforcement Learning Approach to Network Slicing for Autonomous IoT Systems. IEEE Internet of Things Journal, In press, ⟨10.1109/jiot.2024.3356750⟩. ⟨hal-04474328⟩

Raoua Chakroun, Thierry Villemur. Learning-Based Road Link Quality Estimation for Intelligent Alert-Message Dissemination. Journal of Communications Software and Systems, 2024, 20 (1), pp.47-57. ⟨10.24138/jcomss-2023-0171⟩. ⟨hal-04441317⟩

Communications dans un congrès

Stanislas Pedebearn, Slim Abdellatif, Pascal Berthou, Dariusz Nogalski, Dallal Belabed. Controllable virtual network service over a multiadministrative multi-domain network. 27th IEEE International Symposium On Real-Time Distributed Computing (ISORC 2024), May 2024, Carthage, Tunis, Tunisia. à paraître. ⟨hal-04502334v2⟩

Juan Francisco Chafla Altamirano, Mariem Guitouni, Hassan Hassan, Khalil Drira. Routing optimization based on DRL and Generative Adversarial Networks for SDN environments. IEEE/IFIP Network Operations and Management Symposium, IEEE, May 2024, Seoul (Korea), South Korea. ⟨hal-04549760⟩

Kokouvi Benoit Nougnanke, Justin Loye, Jean-François Baffier, Simone Ferlin, Marc Bruyère, et al.. gPerfIsol: GNN-based Rate-Limits Allocation for Performance Isolation in Multi-tenant Cloud. 27th Conference on Innovation in Clouds, Internet and Networks (ICIN), IEEE, Mar 2024, PARIS, France. ⟨10.1109/ICIN60470.2024.10494419⟩. ⟨hal-04522767⟩

Stanislas Pedebearn, Slim Abdellatif, Pascal Berthou, Dariusz Nogalski, Dallal Belabed. Virtual Link Embedding in Collaborative Sliced Multi-Administrative Multi-Domain Networks. SIGAPP Symposium On Applied Computing, ACM, Apr 2024, Avila (ES), Spain. ⟨hal-04502307v2⟩

Pré-publications, documents de travail

V. Hari Rohit, Akshay Mete, D. Manjunath, Jayakrishnan Nair, Balakrishna Prabhu. Partial Server Pooling in Delay Systems. 2024. ⟨hal-04443590⟩

2023

Articles dans une revue

Omar Darwich, Ahmet-Sefa Ulucan, Quentin Bramas, Anissa Lamani, Anaïs Durand, et al.. Perpetual torus exploration by myopic luminous robots. Theoretical Computer Science, 2023, 976, pp.114143. ⟨10.1016/j.tcs.2023.114143⟩. ⟨hal-04323448⟩

Jia Luo, Lei Shi, Rui Xue, Didier El Baz. Optimization models and solving approaches in relief distribution concerning victims’ satisfaction: A review. Applied Soft Computing, 2023, 143, pp.110398. ⟨10.1016/j.asoc.2023.110398⟩. ⟨hal-04255467⟩

Imane Oussakel, Philippe Owezarski, Pascal Berthou, Laurent Houssin. Toward Radio Access Network Slicing Enforcement in Multi-Cell 5G System. Journal of Network and Systems Management, 2023, 31, pp.8. ⟨10.1007/s10922-022-09694-0⟩. ⟨hal-02633510v2⟩

Sahar Ghrab, Imene Lahyani, Sami Yangui, Mohamed Jmaiel. A core IoT ontology for automation support in edge computing. Service Oriented Computing and Applications, 2023, 17 (1), pp.25-37. ⟨10.1007/s11761-022-00356-2⟩. ⟨hal-04196731⟩

R. Núñez-Queija, J.A.C. Resing, Balakrishna Prabhu. Markovian queues with Poisson control. Indagationes Mathematicae, 2023, 34 (5), pp.990-1013. ⟨10.1016/j.indag.2023.03.002⟩. ⟨hal-04064463⟩

Didier El Baz. Can we Trust Chatbots for now? Accuracy, reproducibility, traceability; a Case Study on Leonardo da Vinci's Contribution to Astronomy. Advances in Artificial Intelligence and Machine Learning, 2023, 3 (2), pp.1094-1109. ⟨hal-04078350v2⟩

Maximiliano Altamirano, Roberto Cortez, Matthieu Jonckheere, Lasse Leskelä. Persistence in a large network of locally interacting neurons. Journal of Mathematical Biology, 2023, 86 (1), pp.16. ⟨10.1007/s00285-022-01844-x⟩. ⟨hal-03799712⟩

Jia Luo, Daiyun Peng, Lei Shi, Didier El Baz, Xinran Liu. A Comparative Analysis of the COVID-19 Infodemic in English and Chinese: Insights from Social Media Textual Data. Frontiers in Public Health, 2023, 11, ⟨10.3389/fpubh.2023.1281259⟩. ⟨hal-04283683⟩

Xiaocui Li, Zhangbing Zhou, Qiang He, Zhensheng Shi, Walid Gaaloul, et al.. Re-scheduling IoT services in edge networks. IEEE Transactions on Network and Service Management, 2023, 20 (3), pp.3233-3246. ⟨10.1109/TNSM.2023.3242937⟩. ⟨hal-04376906⟩

Violeta Roizman, Matthieu Jonckheere, Frédéric Pascal. A Flexible EM-like Clustering Algorithm for Noisy Data. IEEE Transactions on Pattern Analysis and Machine Intelligence, In press, pp.1-14. ⟨10.1109/TPAMI.2023.3337195⟩. ⟨hal-04366787⟩

Kassem Asfour, Roland Martin, Didier El Baz, Ludovic Bodet, Bastien Plazolles. Impact of source modeling and poroelastic models on numerical modeling of unconsolidated granular media: application at the laboratory scale. Surveys in Geophysics, In press, ⟨10.1007/s10712-023-09812-w⟩. ⟨hal-04255458⟩

Pierre Siegel, Andrei Doncescu, Vincent Risch, Sylvain Sené. Representation of gene regulation networks by hypothesis logic-based Boolean systems. Journal of Supercomputing, 2023, 79 (4), pp.4556-4581. ⟨10.1007/s11227-022-04809-5⟩. ⟨hal-04022466⟩

Thi Thuy Nga Nguyen, Olivier Brun, Balakrishna Prabhu. A learning-based scheme for channel allocation to vehicular users in wireless networks. Performance Evaluation, 2023, 159, pp.102331. ⟨10.1016/j.peva.2023.102331⟩. ⟨hal-03952289⟩

Heithem Sliman, Imen Megdiche, Loay Ajramy, Adel Taweel, Sami Yangui, et al.. MedWGAN Based Synthetic Dataset Generation for Uveitis Pathology. Intelligent Systems with Applications, 2023, 18, pp.200223. ⟨10.1016/j.iswa.2023.200223⟩. ⟨hal-04067238⟩

Bermolen Paola, Goicoechea Valeria, Matthieu Jonckheere. Large deviations for the greedy exploration process on configuration models. Electronic Communications in Probability, 2023, 28, pp.1-14. ⟨10.1214/23-ECP541⟩. ⟨hal-04253334⟩

Communications dans un congrès

Julianna Devillers, Olivier Brun, Balakrishna Prabhu. Data Summarization for Federated Learning. Proceedings of the 6th International Conference on Machine Learning for Networking (MLN'2023), Nov 2023, Paris, France. ⟨hal-04295982⟩

Céline Minh, Kevin Vermeulen, Cédric Lefebvre, Philippe Owezarski, William Ritchie. An explainable-by-design ensemble learning system to detect unknown network attacks. 19th International Conference on Network and Service Management (CNSM 2023), Oct 2023, Niagara Falls, Canada. ⟨hal-04228893⟩

Romain Fontugne, Amreesh Phokeer, Cristel Pelsser, Kevin Vermeulen, Randy Bush. RPKI Time-of-Flight: Tracking Delays in the Management, Control, and Data Planes. Passive and Active Measurements, Springer, Mar 2023, Virtual, France. pp.429-457, ⟨10.1007/978-3-031-28486-1_18⟩. ⟨hal-04231026⟩

Claus Bossen, Christophe Chassot, Caroline Datchary, Sylvie Grosjean, Shion Guha, et al.. Collectively Improve the Quality of Life at Work: How and Which Data to Collect and Analyze?. 21st European Conference on Computer-Supported Cooperative Work: The International Venue on Practice-centred Computing on the Design of Cooperation Technologies, Jun 2023, Trondheim ( Norvège), Norway. ⟨10.48340/ecscw2023_ws03⟩. ⟨hal-04455667⟩

Tanissia Djemai, Pascal Berthou, Olivier Gremillet, A. Al Sheikh, Youssouf Drif, et al.. Smart Management of Virtualized Network Service Chains in 5G Infrastructure. 11th European Congress on Embedded Real-Time Systems, Jun 2023, Toulouse, France. ⟨hal-04142606⟩

Céline Minh, Kevin Vermeulen, Cédric Lefebvre, Philippe Owezarski, William Ritchie. Un système d'apprentissage ensembliste explicable pour détecter des attaques réseau inconnues. Conference on Artificial Intelligence for Defense, DGA Maîtrise de l'Information, Nov 2023, Rennes, France. ⟨hal-04328482⟩

Romain Boyer, Frédéric Camps, Khalil Drira, Thomas Boursac, Ghada Gharbi. Conceptualization and Specification of the Machine-to-Machine Payload System on NIMPH Satellite for IoT-Based Medical Monitoring Applications. Cubesat Symposium 2023, Dec 2023, Louvain, Belgium. ⟨hal-04330654⟩

Thomas Boursac, Frédéric Camps, Ghada Gharbi, Khalil Drira, Romain Boyer. A Survey on Technologies, Standards and Open Challenges in Satellite IoT. 13th European CubeSat Symposium, Dec 2023, Leuven, Belgium. pp.1693 - 1720, ⟨10.1109/comst.2021.3078433⟩. ⟨hal-04320848⟩

Heithem Sliman, Imen Megdiche, Sami Yangui, Aida Drira, Ines Drira, et al.. A Synthetic Dataset Generation for the Uveitis Pathology Based on MedWGAN Model. 38th ACM SIGAPP Symposium on Applied Computing (SAC 2023), ACM Special Interest Group on Applied Computing, Mar 2023, Tallinn, Estonia. pp.559-566, ⟨10.1145/3555776.3577648⟩. ⟨hal-04321072⟩

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal, Esa Ollila. Algorithme EM régularisé. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France. ⟨hal-04254186⟩

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal. FEMDA: Une méthode de classification robuste et flexible. GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Sep 2022, Nancy, France. ⟨hal-04254165⟩

Omar Darwich, Hugo Rimlinger, Milo Dreyfus, Matthieu Gouel, Kevin Vermeulen. Replication: Towards a Publicly Available Internet scale IP Geolocation Dataset. ACM Internet Measurement Conference (IMC 2023), ACM, Oct 2023, Montréal, Canada. ⟨10.1145/3618257.3624801⟩. ⟨hal-04215113v2⟩

Alexandre Sabbadin, Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Optimizing network slice placement using Deep Reinforcement Learning (DRL) on a real platform operated by Open Source MANO (OSM). Tunisian-Algerian Conference on Applied Computing (TACC 2023), Nov 2023, Sousse, Tunisia. ⟨hal-04265140⟩

Jou Boris Tiomela, Haug Torleif, Holmes Justin, Pascal Berthou, Roland Gautier. Performance assessment framework and concept of operations in live satellite communication systems. International communications satellite systems conference, Oct 2023, Bradford, United Kingdom. ⟨hal-04210245⟩

Chrisson Awanyo, Nawal Guermouche. Deep Neural Network-based Approach for IoT Service QoS Predicti. 24th International Conference Web Information Systems Engineering (WISE 2023), Oct 2023, Melbourne, Australia. pp.397-406, ⟨10.1007/978-981-99-7254-8⟩. ⟨hal-04285558⟩

Raoua Chakroun, Thierry Villemur, Kokouvi Benoit Nougnanke. Learning-Based Infrastructure To Vehicle Link Quality Estimation. 31st International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2023), University of Split, FESB and Croatian Communications and Information Society (CCIS), Sep 2023, Split, Croatia. ⟨hal-04194050⟩

Leila Bouchrit, Sajeh Zairi, Ikbal Msadaa, Amine Dhraief, Kahlil Drira. Flying to the Rescue: UAV-Assisted Urgent Alert Transmission in VANET. IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2023 ), Dec 2023, Paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477830⟩. ⟨hal-04551024⟩

Mariem Bousaid, Safa Kaabi, Amine Dhraief, Khalil Drira. Unlocking the Power of Reinforcement Learning: Investigating Optimal Q-Learning Parameters for Routing in Flying Ad Hoc Networks. IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2023), IEEE, Dec 2023, Paris, France. pp.1-6, ⟨10.1109/WETICE57085.2023.10477807⟩. ⟨hal-04551041⟩

Zheng Zhou, Nicola Accettura, Raoul Prévost, Pascal Berthou. Lightweight synchronization to NB-IoT enabled LEO Satellites through Doppler prediction. The 19th International Conference on Wireless and Mobile Computing, Networking and Communications (IEEE WiMob 2023), Jun 2023, Montreal, Canada. ⟨10.1109/WiMob58348.2023.10187879⟩. ⟨hal-04054470v2⟩

Kevin Vermeulen, Loqman Salamatian, Sang Hoon Kim, Matt Calder, Ethan Katz-Bassett. The Central Problem with Distributed Content: Common CDN Deployments Centralize Traffic In A Risky Way. HotNets : Twenty-Second ACM Workshop on Hot Topics in Networks, Nov 2023, Cambridge, United States. ⟨10.1145/3626111.3628213⟩. ⟨hal-04273837⟩

Quentin Vacher, Philippe Owezarski. A controversial study on Random Forest Accuracy for Attack Detection. Future Technology Conference, Science and Information organization (SAI), Nov 2023, San Francisco (CA, USA), United States. ⟨hal-04089074⟩

Philippe Owezarski. Investigating adversarial attacks against Random Forest-based network attack detection systems. 8th IEEE/IFIP International Workshop On Analytics For Network And Service Management, IEEE/IFIP, May 2023, Miami (FL), United States. ⟨10.1109/NOMS56928.2023.10154328⟩. ⟨hal-04029130⟩

Matthieu Gouel, Kevin Vermeulen, Hugo Rimlinger, Olivier Fourmaux, Timur Friedman. Vers des mesures haute fréquence d'internet plus éthiques. 8èmes Rencontres Francophones sur la Conception de protocoles, l'évaluation de performances et l'expérimentation de Réseaux de communication, May 2023, Cargese, France. ⟨hal-04090683⟩

Autres documents

Matthieu Gouel, Omar Darwich, Maxime Mouchet, Kevin Vermeulen. Poster: Towards a Publicly Available Framework to Process Traceroutes with MetaTrace. ACM Internet Measurement Conference (IMC 2023), Oct 2023, Montreal (Canada), Canada. 2023. ⟨hal-04218315⟩

Samir Medjiah, Thierry Monteil, Luigi Liquori, Marie-Agnès Peraldi-Frati, Bob Flynn. SmartM2M; Model for oneM2M Performance Evaluation. ETSI Technical Specification 103840, 2023, pp.29. ⟨hal-04229478⟩

Bob Flynn, Luigi Liquori, Marie-Agnès Peraldi-Frati, Samir Medjiah, Thierry Monteil. SmartM2M: Scenarios for evaluation of oneM2M deployments. ETSI Technical Report 103839, 2023, pp.34. ⟨hal-04229449⟩

Romain Boyer, Frédéric Camps, Khalil Drira, Ghada Gharbi, Thomas Boursac. Poster Conceptualization and Specification of the Machine-to-Machine Payload System on NIMPH Satellite for IoT-Based Medical Monitoring Applications. Cubesat Symposium 2023, Dec 2023, Louvain (BE), Belgium. 2023. ⟨hal-04330659⟩

Rapports

Céline Minh, Kevin Vermeulen, Cédric Lefebvre, Philippe Owezarski, William Ritchie. An explainable-by-design ensemble learning system to detect unknown network attacks. Custocy; LAAS - CNRS. 2023. ⟨hal-04167635⟩

Pré-publications, documents de travail

Daniel Mastropietro, Urtzi Ayesta, Matthieu Jonckheere, Szymon Majewski. Efficient reinforcement learning with Fleming-Viot particle systems: application to stochastic networks with rarely observed rewards. 2023. ⟨hal-04129885⟩

Olivier Brun, Josu Doncel. On the Inefficiency of Atomic Routing Games over Parallel Links. 2023. ⟨hal-03863930v2⟩

Frédéric Chazal, Laure Ferraris, Pablo Groisman, Matthieu Jonckheere, Frédéric Pascal, et al.. Choosing the parameter of the Fermat distance: navigating geometry and noise. 2023. ⟨hal-04317396⟩

Bermolen Paola, Goicoechea Valeria, Matthieu Jonckheere. Large deviations for the greedy exploration process on configuration models. 2022. ⟨hal-03799711⟩

Matthieu Jonckheere, Chiara Mignacco, Gilles Stoltz. Symphony of experts: orchestration with adversarial insights in reinforcement learning. 2023. ⟨hal-04256705⟩

Matthieu Gouel, Maxime Mouchet, Omar Darwich, Kevin Vermeulen. Towards a Publicly Available Framework to Process Traceroutes with MetaTrace. 2023. ⟨hal-04198068⟩

Olivier Brun, Balakrishna Prabhu, Oumayma Haddaji. Prediction-based Coflow Scheduling. 2023. ⟨hal-04231370⟩

Céline Comte, Fabien Mathieu, Ana Bušić. Stochastic dynamic matching: A mixed graph-theory and linear-algebra approach. 2023. ⟨hal-03502084v4⟩

Nahuel Soprano-Loto, Matthieu Jonckheere, Pascal Moyal. Online matching for the multiclass stochastic block model. 2023. ⟨hal-04149842⟩

Céline Comte, Matthieu Jonckheere, Jaron Sanders, Albert Senen-Cerda. Score-Aware Policy-Gradient Methods and Performance Guarantees using Local Lyapunov Conditions: Applications to Product-Form Stochastic Networks and Queueing Systems. 2023. ⟨hal-04329790⟩

2022

Articles dans une revue

Thi Thuy Nga Nguyen, Olivier Brun, Balakrishna Prabhu. Using channel predictions for improved proportional-fair utility for vehicular users. Computer Networks, 2022, 208, ⟨10.1016/j.comnet.2022.108872⟩. ⟨hal-02892099v2⟩

Matthieu Jonckheere. From Erlang formula to robust control. Queueing Systems, 2022, 100 (3-4), pp.457-459. ⟨10.1007/s11134-022-09757-8⟩. ⟨hal-03799700⟩

Raoua Chakroun, Slim Abdellatif, Thierry Villemur. Q-Learning Relay Placement for Alert Message Dissemination in Vehicular Networks. Procedia Computer Science, 2022, 203, pp.222-230. ⟨10.1016/j.procs.2022.07.029⟩. ⟨hal-03752294⟩

Rudesindo Núñez-Queija, Balakrishna Prabhu, Jacques Resing. Queueing models with service speed adaptations at arrival instants of an external observer. Queueing Systems, 2022, 100 (3-4), pp.233-235. ⟨10.1007/s11134-022-09790-7⟩. ⟨hal-03871877⟩

Fernando Miguelez, Josu Doncel, Balakrishna Prabhu. Load-balancing for Multi-skilled Servers with Bernoulli Routing. Annals of Operations Research, 2022, 312 (2), pp.949-971. ⟨10.1007/s10479-022-04532-7⟩. ⟨hal-03084240⟩

Karima Khadir, Nawal Guermouche, Amal Guittoum, Thierry Monteil. A genetic algorithm based approach for fluctuating QoS aware selection of IoT services. IEEE Access, 2022, 10, pp.17946-17965. ⟨10.1109/ACCESS.2022.3145853⟩. ⟨hal-03995231⟩

Raoua Chakroun, Slim Abdellatif, Thierry Villemur. LAMD: Location-based Alert Message Dissemination scheme for emerging infrastructure-based vehicular networks. Internet of Things, 2022, 19, pp.100510. ⟨10.1016/j.iot.2022.100510⟩. ⟨hal-03752292⟩

Ali El Amine, Jean-Paul Chaiban, Hussein Al Haj Hassan, Paolo Dini, Loutfi Nuaymi, et al.. Energy Optimization with Multi-Sleeping Control in 5G Heterogeneous Networks using Reinforcement Learning. IEEE Transactions on Network and Service Management, 2022, 19 (4), pp.4310 - 4322. ⟨10.1109/TNSM.2022.3157650⟩. ⟨hal-03614844⟩

Clovis Anicet Ouedraogo, Samir Medjiah, Christophe Chassot, Khalil Drira, Jose Aguilar. Adaptive Performance Analysis in IoT Platforms. IEEE Transactions on Network and Service Management, 2022, 19 (4), pp.4764 - 4778. ⟨10.1109/TNSM.2022.3193750⟩. ⟨hal-03739208⟩

Paola Bermolen, Valeria Goicoechea, Matthieu Jonckheere, Ernesto Mordecki. Large Deviation Principle for the Greedy Exploration Algorithm over Erdös-Rényi Graphs. ALEA : Latin American Journal of Probability and Mathematical Statistics, 2022, 19 (1), pp.439-456. ⟨10.30757/ALEA.v19-16⟩. ⟨hal-03625698⟩

Josué Castañeda Cisneros, Saúl Eduardo Pomares Hernández, Pérez Sansalvador, Lil M Rodríguez Henríquez, Sami Yangui, et al.. Coordination-free Multi-domain NFV Orchestration for Consistent VNF Forwarding Graph Reconfiguration. IEEE Transactions on Network and Service Management, 2022, 19 (4), pp.5133 - 5151. ⟨10.1109/TNSM.2022.3192328⟩. ⟨hal-03762327⟩

Matthieu Gouel, Kevin Vermeulen, Maxime Mouchet, Justin Rohrer, Olivier Fourmaux, et al.. Zeph & Iris map the internet: A resilient reinforcement learning approach to distributed IP route tracing. Computer Communication Review, 2022, 52 (1), pp.2-9. ⟨10.1145/3523230.3523232⟩. ⟨hal-03597580⟩

Bassem Sellami, Akram Hakiri, Sadok Ben Yahia, Pascal Berthou. Energy-aware task scheduling and offloading using deep reinforcement learning in SDN-enabled IoT network. Computer Networks, 2022, 210, pp.108957. ⟨10.1016/j.comnet.2022.108957⟩. ⟨hal-03648574v2⟩

Lei Shi, Jia Luo, Peiying Zhang, Hongqi Han, Didier El Baz, et al.. Understanding User Preferences in Location-Based Social Networks via a Novel Self-Attention Mechanism. Sustainability, 2022, 14 (24), pp.16414. ⟨10.3390/su142416414⟩. ⟨hal-04258231⟩

Josué Castañeda Cisneros, Sami Yangui, Saúl Eduardo Pomares Hernández, Khalil Drira. A survey on distributed NFV multi-domain orchestration from an algorithmic functional perspective. IEEE Communications Magazine, 2022, 60 (8), pp.60-65. ⟨10.1109/MCOM.002.2100950⟩. ⟨hal-03762580⟩

Didier El Baz, Bilal Fakih, Romeo Sanchez Nigenda, Vincent Boyer. Parallel best-first search algorithms for planning problems on multi-core processors. Journal of Supercomputing, 2022, 78 (3), p. 3122-3151. ⟨10.1007/s11227-021-03986-z⟩. ⟨hal-03380578⟩

Livres

Nesrine Khabou, Ismael Bouassida Rodriguez, Khalil Drira (Dir.). Introduction to the Special Issue on Software-Intensive Autonomous Systems: methods and applications. In press. ⟨hal-03788575⟩

Chapitres d’ouvrages

Zheng Zhou, Mohammad Afhamisis, Maria Rita Palattella, Nicola Accettura, Pascal Berthou. Pervasive LPWAN connectivity through LEO Satellites: trading off reliability, throughput, latency, and energy efficiency. Ismail Butun; Ian F. Akyildiz. Low-Power Wide-Area Networks: Opportunities, Challenges, Risks and Threats, Springer, In press, 978-3-031-32934-0. ⟨hal-03844534v2⟩

Communications dans un congrès

Juan Francisco Chafla Altamirano, Mohamd Amine Slimane, Hassan Hassan, Khalil Drira. QoS-aware Network Self-management Architecture based on DRL and SDN for remote areas. The 11th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks, Nov 2022, Rome, Italy. ⟨10.23919/PEMWN56085.2022.9963841⟩. ⟨hal-03763252⟩

Jiangchen Zhu, Kevin Vermeulen, Italo Cunha, Ethan Katz-Bassett, Matt Calder. The best of both worlds: High Availability CDN Routing Without Compromising Control. IMC '22: ACM Internet Measurement Conference, Oct 2022, Nice, France. pp.655-663, ⟨10.1145/3517745.3561421⟩. ⟨hal-03869072⟩

Quang-Trung Luu, Olivier Brun, Rachid El-Azouzi, Francesco de Pellegrini, Balakrishna Prabhu, et al.. DCoflow: Deadline-Aware Scheduling Algorithm for Coflows in Datacenter Networks. IFIP Networking Conference, Jun 2022, Catania, Italy. ⟨10.23919/IFIPNetworking55013.2022.9829789⟩. ⟨hal-03657370⟩

Anvitha Nandigam, Suraj Jog, D Manjunath, Jayakrishnan Nair, Balakrishna Prabhu. Partial resource pooling in loss systems with two players. 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France. ⟨hal-03596216⟩

Pierre Houdouin, Andrew Wang, M Jonckheere, Frédéric Pascal. Robust classification with flexible discriminant analysis in heterogeneous data. 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2022), May 2022, Singapour, Singapore. ⟨10.1109/ICASSP43922.2022.9747576⟩. ⟨hal-03620144⟩

Matthieu Gouel, Kevin Vermeulen, Maxime Mouchet, Justin Rohrer, Olivier Fourmaux, et al.. Zeph & Iris cartographient l'internet. CORES 2022 – 7ème Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, May 2022, Saint-Rémy-Lès-Chevreuse, France. ⟨hal-03656974⟩

Kevin Vermeulen, Ege Gurmericliler, Ítalo Cunha, Dave Choffnes, Ethan Katz-Bassett. Internet Scale Reverse Traceroute. ACM SIGCOMM Internet Measurement Conference, Oct 2022, Nice, France. ⟨10.1145/3517745.3561422⟩. ⟨hal-03788618⟩

Didier El Baz. On Parallel or Distributed Asynchronous Iterations with Unbounded Delays and Possible Out of Order Messages or Flexible Communication for Convex Optimization Problems and Machine Learning. 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), May 2022, Lyon, France. pp.807-813, ⟨10.1109/IPDPSW55747.2022.00135⟩. ⟨hal-03793141⟩

Laurent Chasserat, Nicola Accettura, Pascal Berthou. Experimental throughput models for LoRa networks with capture effect. The 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Oct 2022, Thessaloniki, Greece. ⟨10.1109/WiMob55322.2022.9941715⟩. ⟨hal-03766766v2⟩

Quentin Douarre, El-Mehdi Djelloul, Pascal Berthou, Daniela Dragomirescu, Philippe Owezarski. Design of a 5G experimental platform based on OpenAirInterface. TridentCom'2022 - 17th EAI International Conference on Tools for Design, Implementation and Verification of Emerging Information Technologies, Nov 2022, Melbourne, Australia. ⟨hal-03855794⟩

Pierre Houdouin, Matthieu Jonckheere, Frédéric Pascal. FEMDA : une méthode de classification robuste et flexible. GRETSI 2022 - XXIIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2022, Nancy, France. ⟨hal-04288999⟩

Sofien Resifi, Hassan Hassan, Khalil Drira. Adapting Deep Learning models to IoT environments. 5th Conference on Cloud and Internet of Things (CIoT 2022), Mar 2022, Marrakech, Morocco. ⟨10.1109/CIoT53061.2022.9766636⟩. ⟨hal-03622723⟩

Daniel Mastropietro, Szymon Majewski, Urtzi Ayesta, Matthieu Jonckheere. Boosting reinforcement learning with sparse and rare rewards using Fleming-Viot particle systems. 15th European Workshop on Reinforcement Learning (EWRL 2022), Sep 2022, Milano, Italy. ⟨hal-03772025⟩

Clément Cassé, Pascal Berthou, Philippe Owezarski, Sebastien Josset. A Tracing Based Model to Identify Bottlenecks in Physically Distributed Applications. 2022 International Conference on Information Networking (ICOIN), Jan 2022, Jeju-si, South Korea. pp.226-231, ⟨10.1109/ICOIN53446.2022.9687217⟩. ⟨hal-03562064⟩

Deng Zhao, Zhangbing Zhou, Zhipeng Cai, Teng Long, Sami Yangui, et al.. ASTL: accumulative signal temporal logic for IoT service monitoring. IEEE International Conference on Web Services (ICWS 2022), Jul 2022, Barcelona, Spain. pp.256-265, ⟨10.1109/ICWS55610.2022.00047⟩. ⟨hal-04030781⟩

Ali El Amine, Olivier Brun. Application de la théorie des jeux à l'optimisation du placement et chaînage des VNFs. CORES 2022 – 7ème Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, May 2022, Saint-Rémy-Lès-Chevreuse, France. ⟨hal-03649945⟩

Abdel Kader Chabi Sika Boni, Youssef Hablatou, Hassan Hassan, Khalil Drira. Resilient deep reinforcement learning architecture for task offloading in autonomous IoT systems. The 12th International Conference on the Internet of Things (IoT 2022), Nov 2022, Delft, Netherlands. ⟨10.1145/3567445.3567454⟩. ⟨hal-03763258⟩

Ali El Amine, Olivier Brun. A Game-Theoretic Algorithm for the Joint Routing and VNF Placement Problem. NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (NOMS 2022), Apr 2022, Budapest, Hungary. ⟨10.1109/NOMS54207.2022.9789859⟩. ⟨hal-03649739⟩

Rapports

Céline Minh, Kevin Vermeulen, Cédric Lefebvre, Philippe Owezarski, William Ritchie. An explainable-by-design ensemble learning system to detect unknown network attacks. Cyblex Technologies; LAAS-CNRS. 2022. ⟨hal-03868401⟩

Yasser Sami, Elliott Pollice, Emilian Tichtchenko, Matthieu Jonckheere, Nicolas Richard, et al.. Exploration des techniques d'intelligence artificielle pour calibrer les modèles physiques. LAAS - CNRS. 2022. ⟨hal-03908969⟩

Pré-publications, documents de travail

Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos. Clustering for directed graphs using parametrized random walk diffusion kernels. 2023. ⟨hal-04148608⟩

Harry Sevi, Matthieu Jonckheere, Argyris Kalogeratos. Generalized Spectral Clustering for Directed and Undirected Graphs. 2022. ⟨hal-03799706⟩

Matthieu Jonckheere, Manuel Sáenz. Exact asymptotic characterisation of running time for approximate gradient descent on random graphs. 2022. ⟨hal-03799715⟩

Didier El Baz. On Graphs, Geometry, Motion and Turbulences in Leonardo's Virgin and Child with Saint Anne. 2022. ⟨hal-03767784⟩

2021

Articles dans une revue

Youssouf Drif, Emmanuel Chaput, Emmanuel Lavinal, Pascal Berthou, Boris Tiomela Jou, et al.. An Extensible Network Slicing Framework for Satellite Integration into 5G. International Journal of Satellite Communications and Networking, 2021, 39 (4), pp.339-357. ⟨10.1002/sat.1387⟩. ⟨hal-03028818⟩

Josué Castañeda Cisneros, Saúl Eduardo Pomares Hernández, Sami Yangui, Julio Pérez Sansalvador, Lil Rodríguez Henríquez, et al.. VNF-based network service consistent reconfiguration in multi-domain federations: A distributed approach ☆. Journal of Network and Computer Applications (JNCA), 2021, 195, pp.103226. ⟨10.1016/j.jnca.2021.103226⟩. ⟨hal-03624283⟩

Ahlem Rhayem, Mohamed Ben Ahmed Mhiri, Khalil Drira, Said Tazi, Faiez Gargouri. A semantic‐enabled and context‐aware monitoring system for the internet of medical things. Expert Systems, 2021, 38 (2), pp.e12629. ⟨10.1111/exsy.12629⟩. ⟨hal-02944704⟩

Didier El Baz, Andrei Doncescu. "Fuzzy Multi-Agent Simulation of COVID-19 Pandemic Spreading". Biomedical Journal of Scientific & Technical Research, 2021, 39 (4), pp.31519-31521. ⟨10.26717/BJSTR.2021.39.006331⟩. ⟨hal-04261227⟩

Ilhem Khlif, Mohamed Hadj Kacem, Cédric Eichler, Khalil Drira, Ahmed Hadj Kacem. A model transformation approach for multiscale modeling of software architectures applied to smart cities. Concurrency and Computation: Practice and Experience, 2021, Distributed Computing for Smart Networks: Recent Advances and Future Trends (DiCES‐N2019). AMMCS19. Security and Privacy in IoT Communication (IOTSEC19). SKG2019, 34 (7), pp.e6298. ⟨10.1002/cpe.6298⟩. ⟨hal-03282430⟩

Emanuel Javier Ferreyra, Matthieu Jonckheere, Juan Pablo Pinasco. SIR Dynamics with Vaccination in a Large Configuration Model. Applied Mathematics and Optimization, 2021, 84 (S2), pp.1769-1818. ⟨10.1007/s00245-021-09810-7⟩. ⟨hal-03621788⟩

Abdelaziz Khaled, Samir Ouchani, Zahir Tari, Khalil Drira. Assessing the Severity of Smart Attacks in Industrial Cyber Physical Systems. ACM Transactions on Cyber-Physical Systems, 2021, 5 (1), pp.10. ⟨10.1145/3422369⟩. ⟨hal-03624234⟩

Nour El Houda Nouar, Sami Yangui, Noura Faci, Khalil Drira, Saïd Tazi. A Semantic virtualized network functions description and discovery model. Computer Networks, 2021, 195, pp.108152. ⟨10.1016/j.comnet.2021.108152⟩. ⟨hal-03275701⟩

Tanissia Djemai, Patricia Stolf, Thierry Monteil, Jean-Marc Pierson. Investigating Mobility-aware Strategies for IoT Services Placement in the Fog under Energy and QoS Constraints. Journal of Communications Software and Systems, 2021, 17 (2), pp.73-86. ⟨10.24138/jcomss-2020-0024⟩. ⟨hal-03220224⟩

Jia Luo, Rui Xue, Jinglu Hu, Didier El Baz. Combating the Infodemic: A Chinese Infodemic Dataset for Misinformation Identification. Healthcare, 2021, 9 (9), pp.1094. ⟨10.3390/healthcare9091094⟩. ⟨hal-03380543⟩

Aymen Yahyaoui, Takoua Abdellatif, Sami Yangui, Rabah Attia. READ-IoT: Reliable Event and Anomaly Detection Framework for the Internet of Things. IEEE Access, 2021, 9, pp.24168-24186. ⟨10.1109/ACCESS.2021.3056149⟩. ⟨hal-03624243⟩

Clovis Anicet Ouedraogo, Samir Medjiah, Christophe Chassot, Khalil Drira, Jose Aguilar. A Cost-Effective Approach for End-to-End QoS Management in NFV-enabled IoT Platforms. IEEE Internet of Things Journal, 2021, 8 (5), pp.3885 - 3903. ⟨10.1109/JIOT.2020.3025500⟩. ⟨hal-02945320⟩

Dieter Fiems, Balakrishna Prabhu. Macroscopic modelling and analysis of flows during rush-hour congestion. Performance Evaluation, 2021, 149-150, pp.102218. ⟨10.1016/j.peva.2021.102218⟩. ⟨hal-03384271⟩

Abir Masmoudi, Hatem Bellaaj, Khalil Drira, Mohamed Jmaiel. A co‐training ‐based approach for the hierarchical multi‐label classification of research papers. Expert Systems, 2021, 38 (4), pp.e12613. ⟨10.1111/exsy.12613⟩. ⟨hal-02944733⟩

Clovis Anicet Ouedraogo, Jose Aguilar, Christophe Chassot, Samir Medjiah, Khalil Drira. An Autonomic Management System for IoT Platforms based on Data Analysis Tasks. International journal of communication networks and distributed systems, 2021, 28 (5), ⟨10.1504/IJCNDS.2022.125362⟩. ⟨hal-03810031⟩

Communications dans un congrès

El-Fadel Bonfoh, Christophe Chassot, Samir Medjiah. VTL: A Virtual Transport Layer for Deployable and Configurable Transport Protocols. The 30th International Conference on Computer Communications and Networks (ICCCN 2021), Jul 2021, Athènes, Greece. ⟨hal-02491854v3⟩

Abdel Kader Chabi Sika Boni, Hassan Hassan, Khalil Drira. Task Offloading in Autonomous IoT Systems using Deep Reinforcement Learning and ns3-gym. IoT '21: 11th International Conference on the Internet of Things, Nov 2021, Saint Gallen, Switzerland. ⟨hal-03428530⟩

Laurent Chasserat, Nicola Accettura, Balakrishna Prabhu, Pascal Berthou. TREMA: A traffic-aware energy efficient MAC protocol to adapt the LoRaWAN capacity. 2021 International Conference on Computer Communications and Networks (ICCCN), Jul 2021, Athens, Greece. ⟨10.1109/ICCCN52240.2021.9522147⟩. ⟨hal-02998586v3⟩

Youssouf Drif, Emmanuel Lavinal, Emmanuel Chaput, Pascal Berthou, Boris Tiomela Jou, et al.. Slice Aware Non Terrestrial Networks. 46th IEEE Conference on Local Computer Networks (LCN 2021), Oct 2021, Edmonton (Virtual), United States. ⟨10.1109/LCN52139.2021.9524938⟩. ⟨hal-03273402⟩

Nour El Houda Nouar, Sami Yangui, Noura Faci, Khalil Drira, Said Tazi. Agile and Dynamic Virtualized Network Functions Wiring in Network Services. 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), Sep 2021, Chicago, United States. pp.322-332, ⟨10.1109/CLOUD53861.2021.00046⟩. ⟨hal-03482637⟩

Clément Cassé, Pascal Berthou, Philippe Owezarski, Sébastien Josset. Using Distributed Tracing to Identify Inefficient Resources Composition in Cloud Applications. 2021 IEEE 10th International Conference on Cloud Networking (CloudNet2021), Nov 2021, Cookeville, TN, United States. ⟨10.1109/CloudNet53349.2021.9657140⟩. ⟨hal-03451610⟩

Ali El Amine, Olivier Brun, Slim Abdellatif, Pascal Berthou. Shortening the Deployment Time of SFCs by Adaptively Querying Resource Providers. IEEE Globecom 2021 - Next Generation Networks and Internet (NGNI) Symposium, Dec 2021, Madrid, Spain. ⟨10.1109/GLOBECOM46510.2021.9685356⟩. ⟨hal-03412031⟩

Ruthwik Muppala, Abhinav Navnit, Deeksha Devendra, Roberto Matera, Nicola Accettura, et al.. Feasibility of Standalone TDoA-based Localization Using LoRaWAN. International Conference on Localization and GNSS (ICL-GNSS 2021), Jun 2021, Tampere (virtual), Finland. ⟨10.1109/ICL-GNSS51451.2021.9452311⟩. ⟨hal-03288706⟩

Ioanna Stypsanelli, Olivier Brun, Balakrishna Prabhu. Performance Evaluation of Some Adaptive Task Allocation Algorithms for Fog Networks. IEEE 5th International Conference on Fog and Edge Computing (ICFEC 2021), May 2021, Melbourne, Australia. ⟨10.1109/ICFEC51620.2021.00020⟩. ⟨hal-02972802⟩

Raoua Chakroun, Thierry Villemur, Slim Abdellatif. An Effective Location-Based Alert Messages Dissemination Scheme for Software Defined Vehicular Networks. 35th International Conference on Advanced Information Networking and Applications (AINA-2021), May 2021, Toronto, Canada. pp.542-552, ⟨10.1007/978-3-030-75100-5_47⟩. ⟨hal-03561875⟩

Kokouvi Benoit Nougnanke, Yann Labit, Marc Bruyère, Simone Ferlin, Ulrich Matchi Aivodji. Learning-based Incast Performance Inference in Software-Defined Data Centers. 24th Conference on Innovation in Clouds, Internet and Networks, Mar 2021, Paris (Virtual Conference), France. ⟨10.1109/ICIN51074.2021.9385546⟩. ⟨hal-03188914⟩

Kokouvi Benoit Nougnanke, Yann Labit, Marc Bruyere. ML-based Incast Performance Optimization in Software-Defined Data Centers. 2021 IEEE 22nd International Conference on High Performance Switching and Routing (HPSR), Jun 2021, Paris, France. pp.1-6, ⟨10.1109/HPSR52026.2021.9481836⟩. ⟨hal-03349728⟩

El-Fadel Bonfoh, Samir Medjiah, Christophe Chassot. A Zero-Touch Solution for Transport Layer Adaptation to Applications and Networks. 20th International IFIP Networking Conference, Jun 2021, Espoo (virtual ), Finland. ⟨10.23919/IFIPNetworking52078.2021.9472837⟩. ⟨hal-03270599⟩

Autres documents

Nicola Accettura, Laurent Chasserat, Réjane Dalcé, Nicolas Gonzalez, Mohamed Hamnache, et al.. Une fédération de réseaux LoRa pour la recherche et l'enseignement. 2021. ⟨hal-03284787⟩

Khalil Drira, Ernesto Expósito. Message from the WETICE 2021 General Chairs. Oct 2021, Bayonne, France. 2021 IEEE 30th International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE), 2021, ⟨10.1109/wetice53228.2021.00006⟩. ⟨hal-03575207⟩

Khalil Drira, Carlos E. Cuesta. Editorial : Software-intensive Systems-of-Systems. Science of Computer Programming, 212 (102705), 2021, ⟨10.1016/j.scico.2021.102705⟩. ⟨hal-02917430⟩

Rapports

Noorani Bakerally, Nathalie Jane Hernandez, Sébastien Bolle, Christelle Ecrepont, Pauline Folz, et al.. A formal approach for RDFizing semi-structured data. [Research Report] Rapport LAAS n° 21063, IRIT - Institut de Recherche en Informatique de Toulouse; LAAS-CNRS; Orange labs Meylan. 2021. ⟨hal-03161922⟩

Pré-publications, documents de travail

Ali El Amine, Olivier Brun, Slim Abdellatif, Pascal Berthou. Shortening the Deployment Time of SFCs by Adaptively Querying Resource Providers -- Extended Version. 2021. ⟨hal-03221219⟩

Ali El Amine, Olivier Brun. Offline Re-Optimization of VNF Placement Decisions for Existing Network Slices -A Game-Theoretic Algorithm. 2021. ⟨hal-03465101⟩

2020

Articles dans une revue

Urtzi Ayesta, Balakrishna Prabhu, Rhonda Righter. Scheduling in a single-server with state-dependent service rates. Probability in the Engineering and Informational Sciences, 2020, 34 (4), pp.507 - 521. ⟨10.1017/S0269964819000160⟩. ⟨hal-01783136⟩

Claudia Raibulet, Khalil Drira, Mariagrazia Fugini, Genaina Nunes Lo, Patrizio Pelliccione, et al.. Report of the 2nd International Workshop on Context-aware Autonomous and Smart Architectures (CASA@ECSA 2018). Software Engineering Notes, 2020, 45 (1), pp.14-17. ⟨10.1145/3375572.3375576⟩. ⟨hal-02459590⟩

Nicolas Seydoux, Khalil Drira, Nathalie Jane Hernandez, Thierry Monteil. EDR: A Generic Approach for the Distribution of Rule-Based Reasoning in a Cloud-Fog continuum. Semantic Web – Interoperability, Usability, Applicability, 2020, The Sensors, Observations, Actuators and the Web of Linked Data and Things, 11 (4), pp.623-654. ⟨10.3233/SW-200377⟩. ⟨hal-03762350⟩

Slim Abdellatif, Pascal Berthou, Thierry Villemur, Armel Francklin Simo Tegueu. Management of industrial communications slices: Towards the Application Driven Networking concept. Computer Communications, 2020, 155, pp.104-116. ⟨10.1016/j.comcom.2020.02.057⟩. ⟨hal-02511930⟩

Ikbel Guidara, Nawal Guermouche, Tarak Chaari, Mohamed Jmaiel. Time-aware selection approach for service composition based on pruning and improvement techniques. Software Quality Journal, 2020, 28 (3), pp.1245-1277. ⟨10.1007/s11219-019-09473-2⟩. ⟨hal-03369864⟩

Jakapan Suaboot, Adil Fahad, Zahir Tari, John Grundy, Abdun Naser Mahmood, et al.. A Taxonomy of Supervised Learning for IDSs in SCADA Environments. ACM Computing Surveys, 2020, 53 (2), pp.1-37. ⟨10.1145/3379499⟩. ⟨hal-02865816⟩

Ghada Jaber, Rahim Kacimi, Luigi Alfredo Grieco, Thierry Gayraud. An adaptive duty-cycle mechanism for energy efficient wireless sensor networks, based on information centric networking design. Wireless Networks, 2020, 26 (2), pp.791-805. ⟨10.1007/s11276-018-1823-z⟩. ⟨hal-02930196⟩

Jia Luo, Didier El Baz, Rui Xue, Jinglu Hu. Solving the dynamic energy aware job shop scheduling problem with the heterogeneous parallel genetic algorithm. Future Generation Computer Systems, 2020, 108, pp.119-134. ⟨10.1016/j.future.2020.02.019⟩. ⟨hal-02960842⟩

Haijun Zhang, Didier El Baz, Victor C. M. Leung. Guest Editor's Introduction: Special Section on Green Computing in Internet of Things. IEEE Transactions on Emerging Topics in Computing, 2020, 8 (3), pp.750-751. ⟨10.1109/TETC.2020.2999237⟩. ⟨hal-02960835⟩

Abdelhamid Khiat, Abdelkamel Tari, Tom Guérout. MFHS: A modular scheduling framework for heterogeneous system. Software: Practice and Experience, 2020, 50 (8), pp.1463-1497. ⟨10.1002/spe.2827⟩. ⟨hal-03100993⟩

Christopher Thraves Caro, Josu Doncel, Olivier Brun. Optimal Path Discovery Problem with Homogeneous Knowledge. Theory of Computing Systems, 2020, 64 (2), pp.227-250. ⟨10.1007/s00224-019-09928-w⟩. ⟨hal-01149901v2⟩

Soufian Toufga, Slim Abdellatif, Hamza Tarik Assouane, Philippe Owezarski, Thierry Villemur. Towards Dynamic Controller Placement in Software Defined Vehicular Networks. Sensors, 2020, 20 (6), pp.1701. ⟨10.3390/s20061701⟩. ⟨hal-02532658⟩

Mariano Vargas-Santiago, Luis Morales-Rosales, Raul Monroy, Saúl Eduardo Pomares Hernández, Khalil Drira. Autonomic Web Services Based on Different Adaptive Quasi-Asynchronous Checkpointing Techniques. Applied Sciences, 2020, 10 (7), pp.2495. ⟨10.3390/app10072495⟩. ⟨hal-02545415⟩

Chapitres d’ouvrages

Khalil Drira, Mohamed Jmaiel, Ismael Bouassida Rodriguez, Nesrine Khabou. Preface. Adaptive and Reconfigurable Systems and Architectures (AROSA 2020) : Summary Report. Adaptive and Reconfigurable Systems and Architectures (AROSA 2020) : Summary Report, 2020, ⟨10.1109/WETICE49692.2020.00014⟩. ⟨hal-03196274⟩

Ilhem Khlif, Mohamed Hadj Kacem, Khalil Drira, Ahmed Hadj Kacem. A Tool for Multi-scale Modeling of Software Architectures: Application to the Smart Home for Telemonitoring Elderly People at Home. Digital Health in Focus of Predictive, Preventive and Personalised Medicine, Chapter 18, Springer, pp.155-161, 2020, 978-3-030-49814-6. ⟨10.1007/978-3-030-49815-3_18⟩. ⟨hal-02983101⟩

Communications dans un congrès

El-Fadel Bonfoh, Djolo Cédric Tape, Christophe Chassot, Samir Medjiah. Déploiement et Utilisation Transparente de mécanismes protocolaires légers. CORES 2020 – 5ème Rencontres Francophones sur la Conception de Protocoles, l’Évaluation de Performance et l’Expérimentation des Réseaux de Communication, Sep 2020, Lyon, France. ⟨hal-02847011⟩

Maria Laura Brzezinski Meyer, Yann Labit. Combining Machine Learning and Behavior Analysis Techniques for Network Security. 2020 International Conference on Information Networking (ICOIN), Jan 2020, Barcelona, Spain. pp.580-583, ⟨10.1109/icoin48656.2020.9016500⟩. ⟨hal-03190484⟩

Maxime Mouchet, Martin Randall, Marine Ségneré, Isabel Amigo, Pablo Belzarena, et al.. Scalable Monitoring Heuristics for Improving Network Latency. NOMS 2020 : IEEE/IFIP Network Operations and Management Symposium, Apr 2020, Budapest, Hungary. ⟨10.1109/NOMS47738.2020.9110341⟩. ⟨hal-02413636⟩

Kokouvi Benoit Nougnanke, Marc Bruyère, Yann Labit. Low-Overhead Near-Real-Time Flow Statistics Collection in SDN. 2020 6th IEEE International Conference on Network Softwarization (NetSoft), Jun 2020, Ghent (Virtual Conference), Belgium. pp.155-159, ⟨10.1109/NetSoft48620.2020.9165421⟩. ⟨hal-02946101⟩

Ioanna Stypsanelli, Samir Medjiah, Balakrishna Prabhu. Reducing Service Migrations in Fog Infrastructures by Optimizing Node Location. 2020 Fifth International Conference on Fog and Mobile Edge Computing (FMEC), Apr 2020, Paris, France. pp.13-19, ⟨10.1109/FMEC49853.2020.9144775⟩. ⟨hal-03006775⟩

Kokouvi Benoit Nougnanke, Yann Labit. Novel Adaptive Data Collection based on a Confidence Index in SDN. IEEE 17th Annual Consumer Communications & Networking Conference (CCNC 2020), Jan 2020, Las Vegas, United States. pp.1-6, ⟨10.1109/CCNC46108.2020.9045207⟩. ⟨hal-02946094⟩

Karima Khadir, Nawal Guermouche, Thierry Monteil, Amal Guittoum. Towards avatar-based discovery for IoT services using social networking and clustering mechanisms. 16th International Conference on Network and Service Management (CNSM 2020), Nov 2020, Izmir (Virtual), Turkey. ⟨hal-03009203⟩

Thi Thuy Nga Nguyen, Olivier Brun, Balakrishna Prabhu. Learning resource allocation algorithms for cellular networks. Machine Learning for Networking: Third International Conference (MLN 2020), Nov 2020, Paris, France. ⟨10.1007/978-3-030-70866-5_12⟩. ⟨hal-03753556⟩

Thi Thuy Nga Nguyen, Olivier Brun, Balakrishna Prabhu. Joint downlink power control and channel allocation based on a partial view of future channel conditions. The 15th Workshop on Resource Allocation, Cooperation and Competition in Wireless Networks (RAWNET), Jun 2020, Volos, Greece. ⟨hal-03006880⟩

Marine Ségneré-Yter, Olivier Brun, Balakrishna Prabhu. A Markovian approach for improving end-to-end data rates in the Internet. International Conference on NETwork Games, Control and Optimisation (Netgcoop 2020), Mar 2020, Cargèse, France. ⟨hal-02901139⟩

Quentin Ricard, Philippe Owezarski. Ontology Based Anomaly Detection for Cellular Vehicular Communications. 10th European Congress on Embedded Real Time Software and Systems (ERTS 2020), Jan 2020, Toulouse, France. ⟨hal-02347432⟩

Tanissia Djemai, Patricia Stolf, Thierry Monteil, Jean-Marc Pierson. Mobility Support for Energy and QoS aware IoT Services Placement in the Fog. 28th International Conference on Software, Telecommunications and Computer Networks (SoftCOM 2020), FESB : Faculté d'électronique, de génie mécanique et d'architecture navale de l'université de Split; Croatian Communications and Information Society (CCIS); Technically co-sponsored by the IEEE Communications Society, Sep 2020, Hvar, Croatia. pp.1-7, ⟨10.23919/SoftCOM50211.2020.9238236⟩. ⟨hal-03032764⟩

Dieter Fiems, Balakrishna Prabhu. Macroscopic modelling and analysis of rush-hour congestion. VALUETOOLS '20: 13th EAI International Conference on Performance Evaluation Methodologies and Tools, 2020, Tsukuba, Japan. pp.11-18, ⟨10.1145/3388831.3388849⟩. ⟨hal-03007545⟩

Laurent Chasserat, Nicola Accettura, Pascal Berthou. Short: Achieving energy efficiency in dense LoRaWANs through TDMA. IEEE International Symposium On a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Aug 2020, Cork, Ireland. pp.26-29, ⟨10.1109/WoWMoM49955.2020.00019⟩. ⟨hal-02551973v2⟩

Thèses de Master

Saif Eddine Nouma. Applications of ML in Networking and IoT. Artificial Intelligence [cs.AI]. 2020. ⟨hal-02932494⟩

Autres documents

Imane Oussakel, Philippe Owezarski, Pascal Berthou. Thesis #12 Report for CDSF (e-Horizon project). Rapport LAAS n° 20009. 2020. ⟨hal-02447058⟩

Comptes rendus de conférences

Claudia Raibulet, Khalil Drira, Maria Grazia Fugini, Pelliccione Patrizio, Genaina Nunes Rodrigues. 3 rd International Workshop on Context-aware, Autonomous and Smart Architecture: CASA@ECSA 2020. 3 rd International Workshop on Context-aware, Autonomous and Smart Architecture: CASA@ECSA 2020, Sep 2020, L'Aquila, Italy. 2020. ⟨hal-02909115⟩

Sami Yangui, Athman Bouguettaya, Xiao Xue, Noura Faci, Walid Gaaloul, et al.. Service-oriented computing : ICSOC 2019 workshops : WESOACS, ASOCA, ISYCC, TBCE, and STRAPS, Toulouse, France, October 28-31, 2019, revised selected papers. ICSOC 2019: 17th International Conference on Service-Oriented Computing, 12019, Springer, pp.314, 2020, Lecture Notes in Computer Science book series (LNCS), 978-3-030-45988-8. ⟨10.1007/978-3-030-45989-5⟩. ⟨hal-03122701⟩

Pré-publications, documents de travail

Nicola Accettura, Balakrishna Prabhu. Ubiquitous multi-gateway LoRa networks: models and performance evaluation. 2020. ⟨hal-02914373⟩

2019

Articles dans une revue

Akram Kamoun, Mohamed Hadj Kacem, Ahmed Hadj Kacem, Khalil Drira. Feature Models as Service Contracts in Service Oriented Architecture. International Journal of Services Technology and Management, 2019, 25 (3-4), pp.267-288. ⟨10.1504/IJSTM.2019.100050⟩. ⟨hal-01539697⟩

Dieter Fiems, Balakrishna Prabhu, Koen de Turck. Travel times, rational queueing and the macroscopic fundamental diagram of traffic flow. Physica A: Statistical Mechanics and its Applications, 2019, 524, pp.412-421. ⟨10.1016/j.physa.2019.04.127⟩. ⟨hal-02393141⟩

Luis Morales, Clovis Anicet Ouedraogo, José Aguilar, Christophe Chassot, Samir Medjiah, et al.. Experimental comparison of the diagnostic capabilities of classification and clustering algorithms for the QoS management in an autonomic IoT platform. Service Oriented Computing and Applications, 2019, 13 (3), pp.199-219. ⟨10.1007/s11761-019-00266-w⟩. ⟨hal-02166814⟩

Lunde Chen, Slim Abdellatif, Armel Francklin Simo Tegueu, Thierry Gayraud. Embedding and re-embedding of virtual links in software-defined multi-radio multi-channel multi-hop wireless networks. Computer Communications, 2019, 145, pp.161 - 175. ⟨10.1016/j.comcom.2019.06.012⟩. ⟨hal-03487343⟩

Josu Doncel, Samuli Aalto, Urtzi Ayesta. Performance Degradation in Parallel-Server Systems. IEEE/ACM Transactions on Networking, 2019, 27 (2), pp.875-888. ⟨10.1109/TNET.2019.2902531⟩. ⟨hal-01635251⟩

Arnaud Casteigts, Ralf Klasing, Yessin M Neggaz, Joseph Peters. Computing Parameters of Sequence-Based Dynamic Graphs. Theory of Computing Systems, 2019, 63 (3), pp.394-417. ⟨10.1007/s00224-018-9876-z⟩. ⟨hal-01872351⟩

Mariano Vargas-Santiago, Luis Alberto Morales-Rosales, Saúl Eduardo Pomares Hernández, Khalil Drira. Message ordering framework for collaborative web services-based environments. IEEE Latin America Transactions, 2019, 17 (07), pp.1131-1137. ⟨10.1109/TLA.2019.8931201⟩. ⟨hal-02433429⟩

Nicolas Seydoux, Khalil Drira, Nathalie Jane Hernandez, Thierry Monteil. Reasoning on the edge or in the cloud ?. Internet Technology Letters, 2019, 2 (1), pp.e51. ⟨10.1002/itl2.51⟩. ⟨hal-01768546⟩

Emna Mezghani, Ernesto Expósito, Khalil Drira. An Autonomic Cognitive Pattern for Smart IoT-based System Manageability: Application to Comorbidity Management. ACM Transactions on Internet Technology, 2019, 19 (1), pp.1-17, Article No. 8. ⟨hal-01651945⟩

Sandrine Vaton, Olivier Brun, Maxime Mouchet, Pablo Belzarena, Isabel Amigo, et al.. Joint Minimization of Monitoring Cost and Delay in Overlay Networks: Optimal Policies with a Markovian Approach. Journal of Network and Systems Management, 2019, 27 (1), pp.188-232. ⟨10.1007/s10922-018-9464-1⟩. ⟨hal-01857738⟩

Inès de Courchelle, Tom Guérout, Georges da Costa, Thierry Monteil, Yann Labit. Green energy efficient scheduling management. Simulation Modelling Practice and Theory, 2019, 93, pp.208-232. ⟨10.1016/j.simpat.2018.09.011⟩. ⟨hal-01930363⟩

Maroua Meddeb, Amine Dhraief, Abdelfettah Belghith, Thierry Monteil, Khalil Drira, et al.. Least fresh first cache replacement policy for NDN-based IoT networks. Pervasive and Mobile Computing, 2019, 52, pp.60-70. ⟨10.1016/j.pmcj.2018.12.002⟩. ⟨hal-01962554⟩

Gilles Roudiere, Philippe Owezarski. Evaluating the Impact of Traffic Sampling on AATAC's DDoS Detection. Journal of Cyber Security and Mobility, 2019, 8 (4), pp.419-438. ⟨10.13052/jcsm2245-1439.842⟩. ⟨hal-02047267⟩

Amal Gassara, Ismael Bouassida Rodriguez, Mohamed Jmaiel, Khalil Drira. Executing bigraphical reactive systems. Discrete Applied Mathematics, 2019, 253, pp.73-92. ⟨10.1016/j.dam.2018.07.006⟩. ⟨hal-01879533⟩

Karim Zarour, Djamel Benmerzoug, Nawal Guermouche, Khalil Drira. A systematic literature review on BPMN extensions. Business Process Management Journal, 2019, 26 (6), pp.1473-1503. ⟨10.1108/BPMJ-01-2019-0040⟩. ⟨hal-02419886⟩

Thi Thu Hang Nguyen, Olivier Brun, Balakrishna Prabhu. Performance of a fixed reward incentive scheme for two-hop DTNs with competing relays. ACM Transactions on Modeling and Performance Evaluation of Computing Systems, 2019, 4 (2), ⟨10.1145/3325288⟩. ⟨hal-01575320v2⟩

Anvitha Nandigam, Suraj Jog, D. Manjunath, Jayakrishnan Nair, Balakrishna Prabhu. Sharing Within Limits: Partial Resource Pooling in Loss Systems. IEEE/ACM Transactions on Networking, 2019, 27 (4), pp.1305-1318. ⟨10.1109/TNET.2019.2918164⟩. ⟨hal-02388722⟩

Communications dans un congrès

Quentin Ricard, Philippe Owezarski. Emulation of Vehicular Networks For Anomaly Detection Purposes. Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information 2019, May 2019, Erquy, France. ⟨hal-02347508⟩

Matthieu Carre, Ernesto Expósito, Javier Ibañez-Guzman. Framework for Safety in Autonomous Vehicles. Conférence Francophone sur les Architectures Logicielles (CAL 2019), Oct 2019, Hammamet, Tunisia. ⟨hal-02416464⟩

Juan Andrés A Fraire, Sandra Céspedes, Nicola Accettura. Direct-To-Satellite IoT - A Survey of the State of the Art and Future Research Perspectives: Backhauling the IoT Through LEO Satellites. ADHOC-NOW 2019: Ad-Hoc, Mobile, and Wireless Networks, Oct 2019, Luxembourg, Luxembourg. pp.241-258, ⟨10.1007/978-3-030-31831-4_17⟩. ⟨hal-02315399⟩

Thi Thuy Nga Nguyen, Olivier Brun, Balakrishna Prabhu. An algorithm for improved proportional-fair utility for vehicular users. The 25th International Conference on Analytical & Stochastic Modelling Techniques & Applications ASMTA-2019, Oct 2019, Moscow, Russia. ⟨hal-02376712⟩

Juliette Dromard, Philippe Owezarski. Study and Evaluation of Unsupervised Algorithms used in Network Anomaly Detection. Future Technologies Conference (FTC 2019), Oct 2019, San Francisco, United States. ⟨hal-02334251⟩

Karima Khadir, Nawal Guermouche, Thierry Monteil. Autonomous avatar-based architecture for value-added services provision. The 6th IEEE International Conference on Internet of Things: Systems, Management and Security (IOTSMS 2019), Oct 2019, Grenade, Spain. ⟨hal-02337238⟩

Elene Anton, Urtzi Ayesta, Florian Simatos. On the impact of mobility in cellular networks. 17th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WIOPT 2019), IFIP: International Federation for Information Processing, Jun 2019, Avignon, France. pp.1-8, ⟨10.23919/WiOPT47501.2019.9144135⟩. ⟨hal-02351564⟩

Khalil Drira. Semantic interoperability for IoT Platforms. CyberC 2019, Oct 2019, Guilin, China. http://cyberc.org/Program/Keynotes. ⟨hal-02401811⟩

Imane Oussakel, Philippe Owezarski, Pascal Berthou. Cellular Uplink Bandwidth Prediction Based on Radio Measurements. MobiWAC 2019, Nov 2019, Miami beach, United States. ⟨hal-02315083v2⟩

Matthieu Carre, Ernesto Expósito, Javier Ibañez-Guzman. Methodology And Architecture For Safety Management. 9th International Conference on Computer Science, Engineering and Applications (ICCSEA 2019), Dec 2019, Dubai, United Arab Emirates. ⟨10.5121/csit.2019.91801⟩. ⟨hal-02416468⟩

Mathias Serieye, Carolina Albea-Sanchez, Alexandre Seuret. Free-matrices min-projection control for high frequency DC-DC converters. 58th IEEE Conference on Decision and Control, Dec 2019, Nice, France. ⟨10.1109/CDC40024.2019.9029674⟩. ⟨hal-02093533v2⟩

Nicolas Seydoux, Maxime Lefrançois, Lionel Médini. Positionnement sur le Web Sémantique des Objets. Journées francophones d’Ingénierie des Connaissances, Plate-Forme Intelligence Artificielle (PFIA 2019), Jul 2019, Toulouse, France. pp.8-25. ⟨hal-02174451⟩

Olivier Brun, Yonghua Yin. Random Neural Networks and Deep Learning for Attack Detection at the Edge. 2019 IEEE International Conference on Fog Computing (ICFC), Jun 2019, Prague, Czech Republic. pp.11-14, ⟨10.1109/ICFC.2019.00009⟩. ⟨hal-02364255⟩

Ioanna Stypsanelli, Olivier Brun, Samir Medjiah, Balakrishna Prabhu. Capacity Planning of Fog Computing Infrastructures under Probabilistic Delay Guarantees. IEEE International Conference on Fog Computing (ICFC 2019), Jun 2019, Prague, Czech Republic. ⟨hal-02065179⟩

Akshay Mete, D. Manjunath, Jayakrishnan Nair, Balakrishna Prabhu. Partial Server Pooling in Redundancy Systems. 2019 31st International Teletraffic Congress (ITC 31), Aug 2019, Budapest, Hungary. pp.106-114, ⟨10.1109/ITC31.2019.00024⟩. ⟨hal-02390451⟩

Lunde Chen, Slim Abdellatif, Raoua Chakroun. Point-to-multipoint Virtual Link Embedding in Multi-domain SDN Networks. 2019 IEEE International Conference on Advanced Networks and Telecommunications Systems (ANTS), Dec 2019, GOA, India. pp.1-6, ⟨10.1109/ANTS47819.2019.9118135⟩. ⟨hal-03818327⟩

Quentin Ricard, Philippe Owezarski. Autobot: An Emulation Environment For Cellular Vehicular Communications. 2019 IEEE/ACM 23rd International Symposium on Distributed Simulation and Real Time Applications, Oct 2019, Cosenza, Italy. ⟨hal-02347361⟩

Thi Thuy Nga Nguyen, Urtzi Ayesta, Balakrishna Prabhu. Scheduling users in drive-thru Internet: a multi-armed bandit approach. WiOpt 2019, International Federation for Information Processing (IFIP), Jun 2019, Avignon, France. ⟨10.23919/WiOPT47501.2019.9144139⟩. ⟨hal-02112621⟩

Ouns Bouachir, Moayad Aloqaily, Fabien Garcia, Nicolas Larrieu, Thierry Gayraud. Testbed of QoS Ad-Hoc Network Designed for Cooperative Multi-drone Tasks. MobiWac '19 17th ACM International Symposium on Mobility Management and Wireless Access, Nov 2019, Miami, United States. pp.89-95, ⟨10.1145/3345770.3356740⟩. ⟨hal-02386469⟩

Tanissia Djemai, Patricia Stolf, Thierry Monteil, Jean-Marc Pierson. A Discrete Particle Swarm Optimization approach for Energy-efficient IoT services placement over Fog infrastructures. 18th International Symposium On Parallel and Distributed Computing (ISPDC 2019), Jun 2019, Amsterdam, Netherlands. pp.32-40, ⟨10.1109/ISPDC.2019.00020⟩. ⟨hal-02884931⟩

El-Fadel Bonfoh, Djolo Cédric Tape, Christophe Chassot, Samir Medjiah. Transparent and Dynamic Deployment of Lightweight Transport Protocols. 2019 IEEE Global Communications Conference (GLOBECOM), Dec 2019, Waikoloa, Hawaii, United States. ⟨hal-02378283⟩

Imane Oussakel, Philippe Owezarski, Pascal Berthou. Experimental Estimation of LTE-A Performance. 15th International Conference on Network and Service Management (CNSM 2019), Oct 2019, Halifax, Canada. ⟨hal-02315068v2⟩

Soufian Toufga, Slim Abdellatif, Philippe Owezarski, Thierry Villemur, Doria Relizani. Effective Prediction of V2I Link Lifetime and Vehicle's Next Cell for Software Defined Vehicular Networks: A Machine Learning Approach. IEEE Vehicular Networking Conference (VNC), Dec 2019, Los Angeles, CA, United States. ⟨hal-02360810⟩

Ghada Jaber, Rahim Kacimi, Thierry Gayraud. Efficient Interest Satisfaction in Content Centric Wireless Sensor Networks. 16th IEEE Consumer Communications and Networking Conference (CCNC 2019), Jan 2019, Las-Vegas, United States. pp.1--5, ⟨10.1109/CCNC.2019.8651843⟩. ⟨hal-03012580⟩

Autres documents

Khalil Drira, Mohamed Jmaiel. New trends in adaptive smart systems, services, and architectures. Concurrency and Computation: Practice and Experience, 32 (15), pp.e5589, 2019, ⟨10.1002/cpe.5589⟩. ⟨hal-02407975⟩

Ilias Gerostathopoulos, Christian Prefoher, Klaus Moessne, Claudia Raibulet, Patrizio Pelliccione, et al.. Report of the 1st International Workshop on Context-aware Autonomous and Smart Architectures (CASA@ECSA 2017). Software Engineering Notes, 43 (4), pp.52-53, 2019. ⟨hal-01975546⟩

Claudia Raibulet, Khalil Drira, Mariagrazia Fugini, Patrizio Pelliccione, Tomas Bures. Software Architectures for Context-Aware Smart Systems. Information and Software Technology, 111, pp.120-121, 2019, ⟨10.1016/j.infsof.2019.04.004⟩. ⟨hal-02118337⟩

Ismael Bouassida Rodriguez, Khalil Drira, Mohamed Jmaiel. Guest Editorial: Adaptive and reconfigurable service-oriented, cloud and virtualized architectures. IET Software, 13 (1), pp.1-2, 2019, ⟨10.1049/iet-sen.2019.0011⟩. ⟨hal-01985587⟩

Comptes rendus de conférences

Sami Yangui, Ismael Bouassida Rodriguez, Khalil Drira, Zahir Tari. ICSOC: International Conference on Service-Oriented Computing: Service-Oriented Computing. ICSOC, Oct 2019, Toulouse, France. 11895, Springer, pp.560, 2019, Lecture Notes in Computer Science, 978-3-030-33701-8. ⟨10.1007/978-3-030-33702-5⟩. ⟨hal-02405746⟩

Ngoc Thanh Nguyen, Richard Chbeir, Ernesto Expósito, Philippe Aniorte, Bogdan Trawinski. Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings, Part II. 1th International Conference, ICCCI 2019, Sep 2019, Hendaye, France. 702p., 2019, 978-3-030-28373-5. ⟨10.1007/978-3-030-28374-2⟩. ⟨hal-02457809⟩

Rapports

Rémy Lapeyrade, Marc Bruyère, Philippe Owezarski. Rapport final du projet TouSIX : SFC en environnement SDN pour facilement ajouter des fonctionnalités et améliorer la robustesse de la fabrique de TouIX. LAAS-CNRS. 2019. ⟨hal-02239677⟩

Tat Dat Tô, Dinh Thi Lan, Thi Thu Hang Nguyen, Thi Thuy Nga Nguyen, Hoang-Phuong Nguyen, et al.. Ensembled Skin Cancer Classification (ISIC 2019 Challenge Submission). [Research Report] Rapport LAAS n° 19357, ISIC2019. 2019. ⟨hal-02335240⟩

Soufian Toufga, Slim Abdellatif, Philippe Owezarski, Thierry Villemur. Rapport d'avancement du projet E-horizon sur la thèse #20 "Vers des réseaux véhiculaires programmables via la technologie SDN". Laboratoire d'analyse et d'architecture des systèmes (CNRS (UPR8001)-Université Toulouse 3-INPT-Institut National des Sciences Appliquées de Toulouse). 2019. ⟨hal-02109330⟩