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Author

Kandaraj Piamrat

Observed names: K. Piamrat, PIAMRAT, Kandaraj, Piamrat Kandaraj, Piamrat, Kandaraj
Institutions: École Centrale de Nantes, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Laboratoire des Sciences du Numérique de Nantes, IMT Atlantique, Nantes Université, Aalto University
Observed institutions: École Centrale de Nantes, Université Européenne de Bretagne, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Khon Kaen University, Institut de Recherche en Informatique et Systèmes Aléatoires, Centre de Recherche en Sciences et Technologies de l'Information et de la Communication, Laboratoire des Sciences du Numérique de Nantes, Technicolor (France), IMT Atlantique, Centre Inria de l'Université de Rennes, Université Rennes 1, Université de Nantes, STACK: Pile logicielle pour les infrastructures massivement géo distribuées, Université de Rennes, Université de Reims Champagne-Ardenne, Nantes Université, Aalto University
ORCID: 0000-0002-4350-0254
Observed ORCID: 0000-0002-4350-0254
OpenAlex ID: A5049148352
Federated Learning for intrusion detection system: Concepts, challenges and future directions
2022 · Shaashwat Agrawal, Sagnik Sarkar, et al. · Computer Communications · 516
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A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions
2024 · Ons Aouedi, Thai-Hoc Vu, et al. · IEEE Communications Surveys & Tutorials · 345
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions
2022 · Ons Aouedi, Alessio Sacco, et al. · IEEE Journal of Biomedical and Health Informatics · 181
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Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Transactions on Industrial Informatics · 174
Quality of Experience Measurements for Video Streaming over Wireless Networks
2009 · Kandaraj Piamrat, Cesar Viho, et al. · International Conference on Information Technology: New Generations · 136
Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions
2025 · Ons Aouedi, Van An Le, et al. · ACM Computing Surveys · 134
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Radio resource management in emerging heterogeneous wireless networks
2010 · Kandaraj Piamrat, Adlen Ksentini, et al. · Computer Communications · 112
A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification
2020 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE International Conference on Network Protocols (ICNP) · 66
QoE-Aware Admission Control for Multimedia Applications in IEEE 802.11 Wireless Networks
2008 · Kandaraj Piamrat, Adlen Ksentini, et al. · IEEE Vehicular Technology Conference · 61
F-BIDS: Federated-Blending based Intrusion Detection System
2023 · Ons Aouedi, Kandaraj Piamrat · Pervasive and Mobile Computing · 57
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Intelligent Traffic Management in Next-Generation Networks
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · Future Internet · 49
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Ensemble-Based Deep Learning Model for Network Traffic Classification
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Transactions on Network and Service Management · 46
FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE Consumer Communications and Networking Conference · 44
Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network
2021 · Ons Aouedi, Kandaraj Piamrat, et al. · Annals of Telecommunications · 42
Q-DRAM: QoE-Based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks
2009 · Kandaraj Piamrat, Adlen Ksentini, et al. · Globecom · 41
Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution
2016 · Pham Tran Anh Quang, Kandaraj Piamrat, et al. · IEEE Transactions on Vehicular Technology · 40
Network Traffic Classification Using Machine Learning for Software Defined Networks
2020 · Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, et al. · Lecture notes in computer science · 36
QoE-based network selection for multimedia users in IEEE 802.11 wireless networks
2008 · Kandaraj Piamrat, Adlen Ksentini, et al. · Conference on Local Computer Networks · 36
Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning
2022 · Ons Aouedi, Kandaraj Piamrat, et al. · International Conference on Communications · 35
Performance evaluation of feature selection and tree-based algorithms for traffic classification
2021 · Ons Aouedi, Kandaraj Piamrat, et al. · IEEE International Conference on Communications workshops · 35
Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities
2023 · Duc-Thinh Ngo, Ons Aouedi, et al. · Future Internet · 29
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QoE-aware vertical handover in wireless heterogeneous networks
2011 · Kandaraj Piamrat, Adlen Ksentini, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 25
QoE-Aware Scheduling for Video-Streaming in High Speed Downlink Packet Access
2010 · Kandaraj Piamrat, Kamal Deep Singh, et al. · IEEE Wireless Communications and Networking Conference · 21
HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks
2023 · Ons Aouedi, Kandaraj Piamrat, et al. · 19
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Toward a Scalable and Energy-Efficient Framework for Industrial Cloud-Edge-IoT Continuum
2024 · Ons Aouedi, Kandaraj Piamrat · IEEE Internet of Things Magazine · 18
Works count: 85
Citation count: 2,519
H-index: 22
I10-index: 33
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