QoE-based network selection for multimedia users in IEEE 802.11 wireless networks. - Kandaraj Piamrat; Adlen Ksentini; César Viho; Jean-Marie Bonnin (LCN, 2008)

QoE-Aware Admission Control for Multimedia Applications in IEEE 802.11 Wireless Networks. - Kandaraj Piamrat; Adlen Ksentini; César Viho; Jean-Marie Bonnin (VTC Fall, 2008)

Rate adaptation mechanism for multimedia multicasting in wireless networks. - Kandaraj Piamrat; Adlen Ksentini; Jean-Marie Bonnin; César Viho (BROADNETS, 2009)

Q-DRAM: QoE-Based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks. - Kandaraj Piamrat; Adlen Ksentini; Jean-Marie Bonnin; César Viho (GLOBECOM, 2009)

Quality of Experience Measurements for Video Streaming over Wireless Networks. - Kandaraj Piamrat; César Viho; Jean-Marie Bonnin; Adlen Ksentini (ITNG, 2009)

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, 2010)

Quality-aware Resource Management inWireless Networks. (Gestion de ressources basée sur la qualité dans les réseaux sans-fil). - Kandaraj Piamrat (2010)

QOE-based dynamic resource allocation for multimedia traffic in IEEE 802.11 wireless networks. - Xinghua Sun; Kandaraj Piamrat; César Viho (ICME, 2011)

QoE-aware vertical handover in wireless heterogeneous networks. - Kandaraj Piamrat; Adlen Ksentini; César Viho; Jean-Marie Bonnin (IWCMC, 2011)

CLAP: coordinated lightweight APs architecture for wireless IPTV service in home networks. - Kandaraj Piamrat; Patrick Fontaine (PM2HW2N@MSWiM, 2011)

Coordinated architecture for wireless home networks. - Kandaraj Piamrat; Patrick Fontaine (HomeNets@SIGCOMM, 2011)

Radio resource management in emerging heterogeneous wireless networks. - Kandaraj Piamrat; Adlen Ksentini; Jean-Marie Bonnin; César Viho (Comput. Commun., 2011)

Optimising QoE for Scalable Video multicast over WLAN. - Kamal Deep Singh; Kandaraj Piamrat; Hyunhee Park; César Viho; Jean-Marie Bonnin (PIMRC, 2013)

QoE-aware routing for video streaming over ad-hoc networks. - Pham Tran Anh Quang; Kandaraj Piamrat; César Viho (GLOBECOM, 2014)

QoE-Aware Routing for Video Streaming over VANETs. - Pham Tran Anh Quang; Kandaraj Piamrat; César Viho (VTC Fall, 2014)

Concurrent Channel Time Allocation for Resource Management in WPANs. - Hyunhee Park; Kandaraj Piamrat; Kamal Deep Singh (J. Inform. and Commun. Convergence Engineering, 2014)

Density-Based Opportunistic Broadcasting Protocol for Emergency Situations in V2X Networks. - Hyunhee Park; Kamal Deep Singh; Kandaraj Piamrat (J. Inform. and Commun. Convergence Engineering, 2014)

A Realistic Multipath Routing for Ad Hoc Networks. - Ismail Bennis; Hacène Fouchal; Kandaraj Piamrat; Ouadoudi Zytoune; Driss Aboutajdine (GLOBECOM, 2015)

Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks. - Pham Tran Anh Quang; Kandaraj Piamrat; Kamal Deep Singh; César Viho (CCNC, 2016)

Q-SWiM: QoE-based routing algorithm for SVC video streaming over wireless mesh networks. - Pham Tran Anh Quang; Kandaraj Piamrat; Kamal Deep Singh; César Viho (PIMRC, 2016)

QoE-based routing algorithms for H.264/SVC video over ad-hoc networks. - Pham Tran Anh Quang; Kandaraj Piamrat; Kamal Deep Singh; César Viho (Wirel. Networks, 2016)

A cross-layer scheme for multimedia transfer over AdHoc networks. - Ismail Bennis; Kandaraj Piamrat; Hacène Fouchal; Marwane Ayaida (ICC, 2017)

Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution. - Pham Tran Anh Quang; Kandaraj Piamrat; Kamal Deep Singh; César Viho (IEEE Trans. Veh. Technol., 2017)

New Method for Exemplar Selection and Application to VANET Experimentation. - Emilien Bourdy; Kandaraj Piamrat; Michel Herbin; Hacène Fouchal (GLOBECOM, 2018)

New Method for Selecting Exemplars Application to Roadway Experimentation. - Emilien Bourdy; Kandaraj Piamrat; Michel Herbin; Hacène Fouchal (I4CS, 2018)

AD3-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks. - Pham Tran Anh Quang; Kamal Deep Singh; Juan Antonio Rodríguez-Aguilar; Gauthier Picard; Kandaraj Piamrat; Jesús Cerquides; César Viho (Ad Hoc Networks, 2018)

Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs. - Ismail Bennis; Hacène Fouchal; Kandaraj Piamrat; Marwane Ayaida (Comput. Networks, 2018)

Network Traffic Classification Using Machine Learning for Software Defined Networks. - Menuka Perera Jayasuriya Kuranage; Kandaraj Piamrat; Salima Hamma (MLN, 2019)

Big Data: An incoming challenge for vehicular ad-hoc networking. - Emilien Bourdy; Kandaraj Piamrat; Michel Herbin (Internet Technol. Lett., 2019)

A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification. - Ons Aouedi; Kandaraj Piamrat; Dhruvjyoti Bagadthey (ICNP, 2020)

Performance evaluation of feature selection and tree-based algorithms for traffic classification. - Ons Aouedi; Kandaraj Piamrat; Benoît Parrein (ICC Workshops, 2021)

Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions. - Shaashwat Agrawal; Sagnik Sarkar; Ons Aouedi; Gokul Yenduri; Kandaraj Piamrat; Sweta Bhattacharya; Praveen Kumar Reddy Maddikunta; Thippa Reddy Gadekallu (CoRR, 2021)

FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System. - Ons Aouedi; Kandaraj Piamrat; Guillaume Muller 001; Kamal Deep Singh (CCNC, 2022)

Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. - Ons Aouedi; Kandaraj Piamrat; Guillaume Muller 001; Kamal Deep Singh (ICC, 2022)

Decision tree-based blending method using deep-learning for network management. - Ons Aouedi; Kandaraj Piamrat; Benoît Parrein (NOMS, 2022)

Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network. - Ons Aouedi; Kandaraj Piamrat; Salima Hamma; Menuka Perera Jayasuriya Kuranage (Ann. des Télécommunications, 2022)

Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder. - Ons Aouedi; Kandaraj Piamrat; Dhruvjyoti Bagadthey (Comput. Networks, 2022)

Federated Learning for intrusion detection system: Concepts, challenges and future directions. - Shaashwat Agrawal; Sagnik Sarkar; Ons Aouedi; Gokul Yenduri; Kandaraj Piamrat; Mamoun Alazab; Sweta Bhattacharya; Praveen Kumar Reddy Maddikunta; Thippa Reddy Gadekallu (Comput. Commun., 2022)

Intelligent Traffic Management in Next-Generation Networks. - Ons Aouedi; Kandaraj Piamrat; Benoît Parrein (Future Internet, 2022)

Ensemble-Based Deep Learning Model for Network Traffic Classification. - Ons Aouedi; Kandaraj Piamrat; Benoît Parrein (IEEE Trans. Netw. Serv. Manag., 2022)

HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks. - Ons Aouedi; Kandaraj Piamrat; Mario Südholt (MobiWac, 2023)

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)

Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things. - Ons Aouedi; Kandaraj Piamrat; Guillaume Muller 001; Kamal Deep Singh (IEEE Trans. Ind. Informatics, 2023)

F-BIDS: Federated-Blending based Intrusion Detection System. - Ons Aouedi; Kandaraj Piamrat (Pervasive Mob. Comput., 2023)

Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. - Ons Aouedi; Alessio Sacco; Kandaraj Piamrat; Guido Marchetto (IEEE J. Biomed. Health Informatics, 2023)

SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks. - Ons Aouedi; Kandaraj Piamrat (ICC, 2024)

METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems. - Ons Aouedi; Gautam Jajoo; Kandaraj Piamrat (ISCC, 2024)

FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning. - Duc-Thinh Ngo; Kandaraj Piamrat; Ons Aouedi; Thomas Hassan; Philippe Raipin Parvédy (PIMRC, 2024)

Toward a Scalable and Energy-Efficient Framework for Industrial Cloud-Edge-IoT Continuum. - Ons Aouedi; Kandaraj Piamrat (IEEE Internet Things Mag., 2024)

From network management towards network analytics: a decade journey of research study. (De la gestion des réseaux à l'analyse des réseaux : une décennie de recherche). - Kandaraj Piamrat (2025)

TUNE-FL: Adaptive Semi-Synchronous Semi-Decentralized Federated Learning. - Houssem Jmal; Kandaraj Piamrat; Ons Aouedi (CCNC, 2025)

GAIA-FL: Generative AI-Augmented Federated Learning for Intrusion Detection System. - Ons Aouedi; Alexandre Boissel; Kandaraj Piamrat (IWCMC, 2025)

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 Parvédy (Comput. Networks, 2025)

A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. - Ons Aouedi; Thai-Hoc Vu; Alessio Sacco; Dinh C. Nguyen; Kandaraj Piamrat; Guido Marchetto; Quoc-Viet Pham (IEEE Commun. Surv. Tutorials, 2025)

Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions. - Ons Aouedi; Van An Le; Kandaraj Piamrat; Yusheng Ji (ACM Comput. Surv., 2025)