Kandaraj Piamrat

Publications

Article dans une revue (21)

Rethinking Traffic Prediction in Mobile Network Digital Twins: A flexible inductive graph-based learning model for data-scarce scenarios Duc-Thinh Ngo,Ons Aouedi,Kandaraj Piamrat,Thomas Hassan,Philippe Raipin Computer Networks, In press, 271, pp.1-13. ⟨10.1016/j.comnet.2025.111569⟩ Article dans une revue hal-05174800v1
Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions Ons Aouedi,Le van An,Kandaraj Piamrat,Yusheng Ji ACM Computing Surveys, 2024, pp.1-35 Article dans une revue hal-04811081v1
A Survey on Intelligent Internet of Things : Applications, Security, Privacy, and Future Directions Ons Aouedi,Thai-Hoc Vu,Alessio Sacco,Dinh Nguyen,Kandaraj Piamratet al. Communications Surveys and Tutorials, IEEE Communications Society, 2024, pp.1-1. ⟨10.1109/COMST.2024.3430368⟩ Article dans une revue hal-04811049v1
Federated Semi-Supervised Learning for Attack Detection in Industrial Internet of Things Ons Aouedi,Kandaraj Piamrat,Guillaume Muller,Kamal Singh IEEE Transactions on Industrial Informatics, 2023, 19 (1), pp.286-295. ⟨10.1109/TII.2022.3156642⟩ Article dans une revue emse-03901817v1
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities Duc-Thinh Ngo,Ons Aouedi,Kandaraj Piamrat,Thomas Hassan,Philippe Raipin-Parvédy Future internet, 2023, 15 (12), pp.377. ⟨10.3390/fi15120377⟩ Article dans une revue hal-04331283v1
F-BIDS: Federated-Blending based Intrusion Detection System Ons Aouedi,Kandaraj Piamrat Pervasive and Mobile Computing, 2023, 89, pp.101750. ⟨10.1016/j.pmcj.2023.101750⟩ Article dans une revue hal-04223515v2
Federated Learning for intrusion detection system: Concepts, challenges and future directions Shaashwat Agrawal,Sagnik Sarkar,Ons Aouedi,Gokul Yenduri,Kandaraj Piamratet al. Computer Communications, 2022, pp.1-19. ⟨10.1016/j.comcom.2022.09.012⟩ Article dans une revue hal-03779486v1
Intelligent Traffic Management in Next-Generation Networks Ons Aouedi,Kandaraj Piamrat,Benoît Parrein Future internet, 2022, pp.1-35. ⟨10.3390/fi14020044⟩ Article dans une revue hal-03546653v1
Handling partially labeled network data: a semi-supervised approach using stacked sparse autoencoder Ons Aouedi,Kandaraj Piamrat,Dhruvjyoti Bagadthey Computer Networks, 2022, 207, pp.1-12. ⟨10.1016/j.comnet.2021.108742⟩ Article dans une revue hal-03524935v1
Ensemble-based Deep Learning model for network traffic classification Ons Aouedi,Kandaraj Piamrat,Benoît Parrein IEEE Transactions on Network and Service Management, 2022, pp.1-12. ⟨10.1109/TNSM.2022.3193748⟩ Article dans une revue hal-03736603v1
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions Ons Aouedi,Alessio Sacco,Kandaraj Piamrat,Guido Marchetto IEEE Journal of Biomedical and Health Informatics, 2022, pp.1-14. ⟨10.1109/JBHI.2022.3185673⟩ Article dans une revue hal-03703925v1
Network Traffic Analysis using Machine Learning: an unsupervised approach to understand and slice your network Ons Aouedi,Kandaraj Piamrat,Salima Hamma,J K Menuka Perera Annals of Telecommunications - annales des télécommunications, 2021, ⟨10.1007/s12243-021-00889-1⟩ Article dans une revue hal-03344361v1
Data Analysis for Self-Driving Vehicles in Intelligent Transportation Systems Hyunhee Park,Kandaraj Piamrat,Kamal Singh,Hsing-Chung Chen Journal of Advanced Transportation, 2020, 2020, pp.1-2. ⟨10.1155/2020/9386148⟩ Article dans une revue hal-02486375v1
Big Data: An incoming challenge for vehicular ad-hoc networking Emilien Bourdy,Kandaraj Piamrat,Michel Herbin Internet Technology Letters, 2019, 2 (2), pp.e82. ⟨10.1002/itl2.82⟩ Article dans une revue hal-01911631v1
Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs Ismail Bennis,Hacène Fouchal,Kandaraj Piamrat,Marwane Ayaida Computer Networks, 2018, 134, pp.272-282. ⟨10.1016/j.comnet.2018.01.046⟩ Article dans une revue istex hal-01713038v1
AD3-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks Tran Anh Quang Pham,Kamal Deep Singh,Juan Antonio Rodríguez-Aguilar,Gauthier Picard,Kandaraj Piamratet al. Ad Hoc Networks, 2018, 80, pp.1 - 15. ⟨10.1016/j.adhoc.2018.07.005⟩ Article dans une revue hal-01883634v1
Video Streaming over Ad hoc Networks: a QoE-based Optimal Routing Solution Tran Anh Quang Pham,Kandaraj Piamrat,Kamal Deep Singh,César Viho IEEE Transactions on Vehicular Technology, 2017, 66 (2), ⟨10.1109/TVT.2016.2552041⟩ Article dans une revue hal-01340989v1
QoE-based routing algorithms for H.264/SVC video over Ad-hoc networks Quang Tran Anh Pham,Kandaraj Piamrat,Kamal Deep Singh,César Viho Wireless Networks, 2016, 22 (7), ⟨10.1007/s11276-015-1103-0⟩ Article dans une revue hal-01253420v1
Adaptive beam scheduling for scalable video multicast in wireless networks Hyunhee Park,Kamal Deep Singh,Kandaraj Piamrat,Jean-Marie Bonnin,César Viho IET Communications, 2014, 50 (16), pp.1167-1169. ⟨10.1049/el.2014.0392⟩ Article dans une revue hal-01068136v1
Radio resource management in emerging heterogeneous wireless networks Kandaraj Piamrat,Adlen Ksentini,Jean-Marie Bonnin,César Viho Computer Communications, 2011, 34 (9), ⟨10.1016/j.comcom.2010.02.015⟩ Article dans une revue istex hal-00646067v1
Quality of experience: A new paradigm for resource management in wireless multimedia networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin Recent Patents on Computer Science, 2011, 4 Article dans une revue hal-00789607v1

Communication dans un congrès (39)

DSFR-FL: Detecting Selfish Free-Riders in Federated Learning on Continuous Network Traffic Houssem Jmal,Kandaraj Piamrat,Yusheng Ji DOICT-IndSoc 2026 - International Workshop on Fusion of Data, Operation, Information, and Communication Technology for Industry 4.0 and Society 5.0, IEEE INFOCOM 2026, May 2026, Tokyo, Japan Communication dans un congrès hal-05505576v2
TUNE-FL: adapTive semi-synchronoUs semi-deceNtralizEd Federated Learning Houssem Jmal,Kandaraj Piamrat,Ons Aouedi CCNC 2025 - IEEE Consumer Communications & Networking Conference, Jan 2025, Las Vegas (Nevada), United States. pp.1-6 Communication dans un congrès hal-04752941v1
FLAIR: Federated Learning with Adaptive and Intelligent Reasoning for Client Selection Houssem Jmal,Kandaraj Piamrat,Ons Aouedi,Yusheng Ji MSWiM 2025 - 27th International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2025, Barcelone (Espagne), Spain. pp.1-5 Communication dans un congrès hal-05288098v1
Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization Duc-Thinh Ngo,Kandaraj Piamrat,Ons Aouedi,Thomas Hassan,Philippe Raipin-Parvédy IEEE International Symposium on Network Computing and Applications, Nov 2025, Lisbon, Portugal. pp.165-173, ⟨10.1109/NCA67271.2025.00036⟩ Communication dans un congrès hal-05228435v1
GAIA-FL : Generative AI-Augmented Federated Learning for Intrusion Detection System Ons Aouedi,Alexandre Boissel,Kandaraj Piamrat 2025 International Wireless Communications and Mobile Computing (IWCMC), May 2025, Abu Dhabi, France. pp.192-197, ⟨10.1109/iwcmc65282.2025.11059687⟩ Communication dans un congrès hal-05520370v1
A model for Distributed Machine Learning Aymene Boucha,Carlos Gonzalez,Kandaraj Piamrat,Mario Sudholt UCC 2025 - IEEE/ACM 18th International Conference on Utility and Cloud Computing, Dec 2025, Nantes, France. pp.1-2, ⟨10.1145/3773274.3774671⟩ Communication dans un congrès hal-05460554v1
FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning Duc-Thinh Ngo,Kandaraj Piamrat,Ons Aouedi,Thomas Hassan,Philippe Raipin IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Sep 2024, Valencia (Espagne), Spain. ⟨10.1109/PIMRC59610.2024.10817182⟩ Communication dans un congrès hal-04573168v1
METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems Ons Aouedi,Gautam Jajoo,Kandaraj Piamrat ISCC 2024 - 29th IEEE Symposium on Computers and Communications, Jun 2024, Paris, France. pp.1-5, ⟨10.1109/ISCC61673.2024.10733565⟩ Communication dans un congrès hal-04811225v1
SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks Ons Aouedi,Kandaraj Piamrat ICC 2024 - IEEE International Conference on Communications, Jun 2024, Denver, United States. pp.2173-2178, ⟨10.1109/ICC51166.2024.10622560⟩ Communication dans un congrès hal-04811219v1
HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks Ons Aouedi,Kandaraj Piamrat,Mario Südholt MobiWac 2023: 21st ACM International Symposium on Mobility Management and Wireless Access, Oct 2023, Montréal, Canada. ⟨10.1145/3616390.3618288⟩ Communication dans un congrès hal-04197115v1
Détection d'intrusions fédérée et semi-supervisée pour l'IoT Ons Aouedi,Kandaraj Piamrat,Guillaume Muller,Kamal Singh Plate-Forme Intelligence Artificielle : Internet des Objets et Intelligence Artificielle, Jun 2022, Saint-Etienne, France Communication dans un congrès emse-04217743v1
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System Ons Aouedi,Kandaraj Piamrat,Guillaume Muller,Kamal Singh IEEE Consumer Communications & Networking Conference (CCNC), Jan 2022, Los Angeles (virtual), United States. ⟨10.1109/CCNC49033.2022.9700632⟩ Communication dans un congrès hal-03496518v1
Decision tree-based blending method using deep-learning for network management Ons Aouedi,Kandaraj Piamrat,Benoît Parrein IEEE/IFIP Network Operations and Management Symposium, Apr 2022, Budapest, Hungary Communication dans un congrès hal-03524973v1
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning Ons Aouedi,Kandaraj Piamrat,Guillaume Muller,Kamal Singh ICC 2022 - IEEE International Conference on Communications, Jun 2022, Seoul, South Korea. pp.5244-5249, ⟨10.1109/ICC45855.2022.9839042⟩ Communication dans un congrès hal-03544099v2
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification Ons Aouedi,Kandaraj Piamrat,Dhruvjyoti Bagadthey 2020 IEEE 28th International Conference on Network Protocols (ICNP), Oct 2020, Madrid, Spain. pp.1-6, ⟨10.1109/ICNP49622.2020.9259390⟩ Communication dans un congrès hal-03049711v1
Network Traffic Classification Using Machine Learning for Software Defined Networks Menuka Perera Jayasuriya Kuranage,Kandaraj Piamrat,Salima Hamma 2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.28-39, ⟨10.1007/978-3-030-45778-5_3⟩ Communication dans un congrès hal-03266452v1
New Method for Exemplar Selection and Application to VANET Experimentation Emilien Bourdy,Kandaraj Piamrat,Michel Herbin,Hacène Fouchal IEEE Global Communications Conference (GLOBECOM), 2018, Abu Dhabi, United Arab Emirates. pp.1-6, ⟨10.1109/GLOCOM.2018.8647908⟩ Communication dans un congrès hal-02133061v1
New Method for Selecting Exemplars Application to Roadway Experimentation Emilien Bourdy,Kandaraj Piamrat,Michel Herbin,Hacène Fouchal International Conference on Innovations for Community Services (I4CS), 2018, Žilina, Slovakia. pp.75-84, ⟨10.1007/978-3-319-93408-2_6⟩ Communication dans un congrès hal-02133065v1
A cross-layer scheme for multimedia transfer over AdHoc networks Ismail Bennis,Kandaraj Piamrat,Hacene Fouchal,Marwane Ayaida International Conference on Communications (ICC), 2017, Paris, France. ⟨10.1109/ICC.2017.7997018⟩ Communication dans un congrès hal-01698712v1
Q-SWiM: QoE-based Routing algorithm for SVC Video Streaming over Wireless Mesh Networks Quang Tran Anh Pham,Kandaraj Piamrat,Kamal Deep Singh,César Viho Annual International Symposium on Personal and Indoor Mobile Radio Conference (PIMRC), 2016, Valencia, Spain. ⟨10.1109/PIMRC.2016.7794914⟩ Communication dans un congrès hal-01386166v1
Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks Quang Tran Anh Pham,Kandaraj Piamrat,Kamal Deep Singh,César Viho Annual Consumer Communications & Networking Conference (CCNC), 2016, Las Vegas, United States. ⟨10.1109/CCNC.2016.7444863⟩ Communication dans un congrès hal-01341209v1
A Realistic Multipath Routing for Ad Hoc Networks I. Bennis,H. Fouchal,Kandaraj Piamrat,O. Zytoune,D. Aboutajdine GLOBECOM 2015 - 2015 IEEE Global Communications Conference, Dec 2015, San Diego, United States. pp.1-6, ⟨10.1109/GLOCOM.2015.7417649⟩ Communication dans un congrès hal-04202839v1
QoE-Aware Routing for Video Streaming over VANETs Quang Tran Anh Pham,Kandaraj Piamrat,César Viho Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th, Sep 2014, Vancouver, Canada. ⟨10.1109/VTCFall.2014.6966141⟩ Communication dans un congrès hal-01105360v1
QoE-aware Routing for Video Streaming over Ad-hoc Networks Quang Tran Anh Pham,Kandaraj Piamrat,César Viho IEEE Global Communications Conferences (GLOBECOM) 2014, Dec 2014, Austin, United States Communication dans un congrès hal-01097997v1
QoE-aware routing for video streaming over ad-hoc networks Pham Tran Anh Quang,Kandaraj Piamrat,Cesar Viho 2014 IEEE Global Communications Conference (GLOBECOM), Dec 2014, Austin, United States. pp.181-186, ⟨10.1109/GLOCOM.2014.7036804⟩ Communication dans un congrès hal-04202842v1
Managing wireless IPTV in multimedia home networking Kandaraj Piamrat,Fontaine Patrick,César Viho 15th International Conference on Advanced Communication Technology (ICACT), Jan 2013, Jeju Island, North Korea. pp.352 - 356 Communication dans un congrès hal-00930064v1
Optimising QoE for Scalable Video multicast over WLAN Kamal Deep Singh,Kandaraj Piamrat,Hyunhee Park,César Viho,Jean-Marie Bonnin IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC'2013), Sep 2013, London, United Kingdom. pp.2131-2136, ⟨10.1109/PIMRC.2013.6666496⟩ Communication dans un congrès hal-00930091v1
QOE-based dynamic resource allocation for multimedia traffic in IEEE 802.11 wireless networks Xinghua Sun,Kandaraj Piamrat,César Viho IEEE International Conference on Multimedia and Expo (ICME), 2011, 2011, Unknown Communication dans un congrès hal-00789627v1
QoE-aware Vertical Handover in Wireless Heterogeneous Networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin 7th International Wireless Communications and Mobile Computing Conference (IWCMC), Jul 2011, Istanbul, Turkey. ⟨10.1109/IWCMC.2011.5982513⟩ Communication dans un congrès hal-00714992v1
QoE-Aware Scheduling for Video-Streaming in High Speed Downlink Packet Access Kandaraj Piamrat,Kamal Deep Singh,Adlen Ksentini,Cesar Viho,Jean-Marie Bonnin Networking Conference (WCNC), Apr 2010, Sydney, Australia. pp.1-6, ⟨10.1109/WCNC.2010.5506102⟩ Communication dans un congrès hal-04202844v1
QoE-aware scheduling for video-streaming in high speed downlink packet access Kandaraj Piamrat,Kamal Deep Singh,Adlen Ksentini,César Viho,Jean-Marie Bonnin WCNC'10 : IEEE Wireless Communications & Networking Conference, Apr 2010, Sydney, Australia. pp.1-6 Communication dans un congrès hal-00523097v1
Q-DRAM: QoE-based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin IEEE Global Telecommunication Conference (Globecom), Nov 2009, Hawaii, United States Communication dans un congrès hal-00789336v1
Quality of Experience Measurements for Video Streaming over Wireless Networks Kandaraj Piamrat,César Viho,Adlen Ksentini,Jean-Marie Bonnin 6th International Conference on Information Technology : New Generations (ITNG), Apr 2009, Las Vegas, United States Communication dans un congrès hal-00789332v1
Rate Adaptation Mechanism for Multimedia Multicasting in Wireless Networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin International Conference on Broadband Communications (Broadnets), Sep 2009, Madrid, Spain Communication dans un congrès hal-00789335v1
Q-DRAM: QoE-Based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks Kandaraj Piamrat,Adlen Ksentini,Jean-Marie Bonnin,Cesar Viho GLOBECOM 2009 - 2009 IEEE Global Telecommunications Conference, Nov 2009, Honolulu, United States. pp.1-6, ⟨10.1109/GLOCOM.2009.5425677⟩ Communication dans un congrès hal-04202845v1
Quality of experience measurements for video sreaming over wireless networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin ITNG'09 : 7th international conference on Information technology new generations, Apr 2009, Las Vegas, Nevada, United States Communication dans un congrès hal-02901796v1
QoE-based network selection for multimedia users in IEEE 802.11 wireless networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin LCN'08 : 33rd annual IEEE conference on local computer networks, Oct 2008, Montréal, Quebec, Canada Communication dans un congrès hal-02901330v1
QoE-based network selection for multimedia users in IEEE 802.11 wireless networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin 2008 33rd IEEE Conference on Local Computer Networks (LCN 2008), Oct 2008, Montreal, Canada. pp.388-394, ⟨10.1109/LCN.2008.4664195⟩ Communication dans un congrès hal-04202848v1
QoE-aware admission control for multimedia applications in IEEE 802.11 wireless networks Kandaraj Piamrat,Adlen Ksentini,César Viho,Jean-Marie Bonnin VTC'08 : IEEE 68th Vehicular Technology Conference, Sep 2008, Calgari, Canada. ⟨10.1109/VETECF.2008.310⟩ Communication dans un congrès hal-02901396v1

Poster de conférence (3)

Détection d’intrusions fédérée et semi-supervisée pour l’IoT Ons Aouedi,Kandaraj Piamrat,Guillaume Muller,Kamal Singh Plate-Forme Intelligence Artificielle PFIA 2022, Jun 2022, Saint-Etienne, France Poster de conférence emse-03922716v1
Network Feature Selection based on Machine Learning for Resource Management Ons Aouedi,Kandaraj Piamrat,Benoît Parrein GDR-RSD, Jan 2020, Nantes, France Poster de conférence hal-02539629v1
Network Traffic Classification using Machine Learning for Software Defined Networks Menuka Perera,Kandaraj Piamrat,Salima Hamma Journées non thématiques GDR-RSD 2020, Jan 2020, Nantes, France Poster de conférence hal-02539341v1

Chapitre d'ouvrage (1)

QoE-Based Network Selection in Heterogeneous Environments Kandaraj Piamrat,Hyunhee Park,Kamal Deep Singh,César Viho Abdelhamid Mellouk; Antonio Cuadra-Sanchez. Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring, Wiley-ISTE, 2014, 978-1-84821-672-3 Chapitre d'ouvrage hal-01097979v1

Pré-publication, Document de travail (3)

Graph Neural Network-based Models for Mobile Network Traffic Prediction Duc-Thinh Ngo,Ons Aouedi,Kandaraj Piamrat,Thomas Hassan,Philippe Raipin-Parvédy 2024 Pré-publication, Document de travail hal-04588238v1
Performance evaluation of feature selection and tree-based algorithms for traffic classification Ons Aouedi,Kandaraj Piamrat,Benoît Parrein 2021 Pré-publication, Document de travail hal-03195346v1
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification Ons Aouedi,Kandaraj Piamrat,Dhruvjyoti Bagadthey 2020 Pré-publication, Document de travail hal-02933689v2

Rapport (5)

Resource Management in Wireless Access Networks: A layer-based classification - Version 1.0 Quang Tran Anh Pham,Kandaraj Piamrat,César Viho [Research Report] PI-2017, 2014, pp.23 Rapport (rapport de recherche) hal-01010572v1
QoE-aware Network Selection in Wireless Heterogeneous Networks Kandaraj Piamrat,César Viho,Adlen Ksentini,Jean-Marie Bonnin [Research Report] RR-7282, INRIA. 2010 Rapport (rapport de recherche) inria-00482267v2
Rate Adaptation Mechanisms for Multimedia Multicasting in Wireless IEEE 802.11 Networks Kandaraj Piamrat,César Viho,Adlen Ksentini,Jean-Marie Bonnin [Research Report] 2009, pp.16 Rapport (rapport de recherche) inria-00365500v2
Resource Management in Mobile Heterogeneous Networks: State of the Art and Challenges Kandaraj Piamrat,César Viho,Adlen Ksentini,Jean-Marie Bonnin [Research Report] RR-6459, INRIA. 2008 Rapport (rapport de recherche) inria-00258507v4
Resource Management in Mobile Heterogeneous Networks: State of the Art and Challenges Kandaraj Piamrat,César Viho,Adlen Ksentini,Jean-Marie Bonnin [Research Report] PI 1889, 2008, pp.31 Rapport (rapport de recherche) inria-00261976v1

Thèse (1)

Quality-aware Resource Management inWireless Networks Kandaraj Piamrat Networking and Internet Architecture [cs.NI]. Université Rennes 1, 2010. English. ⟨NNT : ⟩ Thèse tel-00647693v2

HDR (1)

From network management towards network analytics: a decade journey of research study Kandaraj Piamrat Networking and Internet Architecture [cs.NI]. Nantes Université, 2025 HDR tel-05002490v2