Kandaraj Piamrat

74
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Publications

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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
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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
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A Survey on Intelligent Internet of Things : Applications, Security, Privacy, and Future Directions

Ons Aouedi , Thai-Hoc Vu , Alessio Sacco , Dinh Nguyen , Kandaraj Piamrat et al.

Communications Surveys and Tutorials, IEEE Communications Society, 2024, pp.1-1. ⟨10.1109/COMST.2024.3430368⟩

Article dans une revue hal-04811049v1
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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
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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 Piamrat et al.

Computer Communications, 2022, pp.1-19. ⟨10.1016/j.comcom.2022.09.012⟩

Article dans une revue hal-03779486v1
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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
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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
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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
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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
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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
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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 Piamrat et 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
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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
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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
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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
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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

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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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 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 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

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
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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

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

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

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
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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

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
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Quality-aware Resource Management inWireless Networks

Kandaraj Piamrat

Networking and Internet Architecture [cs.NI]. Université Rennes 1, 2010. English. ⟨NNT : ⟩

Thèse tel-00647693v2