Kandaraj Piamrat

62 papers A 2B 14C 3Misc 1Journal 26Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Modality-Tailored Age of Information for Multimodal Data in Edge Computing Systems. CoRR Ying Liu, Yifan Zhang, Xinyu Wang, Chao Yang, Kandaraj Piamrat, Stephan Sigg, Zheng Changr, Yusheng Ji
2025	J	`jnl`	A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. IEEE Commun. Surv. Tutorials Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2025	Misc	`conf`	A model for Distributed Machine Learning. UCC Aymene Boucha, Carlos Gonzalez, Kandaraj Piamrat, Mario Südholt
2025	J	`jnl`	Deep Learning on Network Traffic Prediction: Recent Advances, Analysis, and Future Directions. ACM Comput. Surv. Ons Aouedi, Van An Le, Kandaraj Piamrat, Yusheng Ji
2025	A	`conf`	FLAIR: Federated Learning with Adaptive and Intelligent Reasoning for Client Selection. MSWiM Houssem Jmal, Kandaraj Piamrat, Ons Aouedi, Yusheng Ji
2025	—	`book`	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	B	`conf`	GAIA-FL: Generative AI-Augmented Federated Learning for Intrusion Detection System. IWCMC Ons Aouedi, Alexandre Boissel, Kandaraj Piamrat
2025	J	`jnl`	Rethinking traffic prediction in Mobile Network Digital Twins: A flexible inductive graph-based learning model for data-scarce scenarios. Comput. Networks Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy
2025	—	`conf`	TUNE-FL: Adaptive Semi-Synchronous Semi-Decentralized Federated Learning. CCNC Houssem Jmal, Kandaraj Piamrat, Ons Aouedi
2025	B	`conf`	Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization. NCA Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2025	J	`jnl`	Towards Scalable O-RAN Resource Management: Graph-Augmented Proximal Policy Optimization. CoRR Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024	J	`jnl`	A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham
2024	B	`conf`	FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning. PIMRC Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024	J	`jnl`	FLEXIBLE: Forecasting Cellular Traffic by Leveraging Explicit Inductive Graph-Based Learning. CoRR Duc-Thinh Ngo, Kandaraj Piamrat, Ons Aouedi, Thomas Hassan, Philippe Raipin Parvédy
2024	C	`conf`	METALS : seMi-supervised fEderaTed Active Learning for intrusion detection Systems. ISCC Ons Aouedi, Gautam Jajoo, Kandaraj Piamrat
2024	—	`conf`	SURFS: Sustainable IntrUsion Detection with HieraRchical Federated Spiking Neural Networks. ICC Ons Aouedi, Kandaraj Piamrat
2024	J	`jnl`	Toward a Scalable and Energy-Efficient Framework for Industrial Cloud-Edge-IoT Continuum. IEEE Internet Things Mag. Ons Aouedi, Kandaraj Piamrat
2023	J	`jnl`	Empowering Digital Twin for Future Networks with Graph Neural Networks: Overview, Enabling Technologies, Challenges, and Opportunities. Future Internet Duc-Thinh Ngo, Ons Aouedi, Kandaraj Piamrat, Thomas Hassan, Philippe Raipin Parvédy
2023	J	`jnl`	F-BIDS: Federated-Blending based Intrusion Detection System. Pervasive Mob. Comput. Ons Aouedi, Kandaraj Piamrat
2023	J	`jnl`	Federated Semisupervised Learning for Attack Detection in Industrial Internet of Things. IEEE Trans. Ind. Informatics Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2023	—	`conf`	HFedSNN: Efficient Hierarchical Federated Learning using Spiking Neural Networks. MobiWac Ons Aouedi, Kandaraj Piamrat, Mario Südholt
2023	J	`jnl`	Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. IEEE J. Biomed. Health Informatics Ons Aouedi, Alessio Sacco, Kandaraj Piamrat, Guido Marchetto
2022	B	`conf`	Decision tree-based blending method using deep-learning for network management. NOMS Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022	J	`jnl`	Ensemble-Based Deep Learning Model for Network Traffic Classification. IEEE Trans. Netw. Serv. Manag. Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022	—	`conf`	FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System. CCNC Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2022	J	`jnl`	Federated Learning for intrusion detection system: Concepts, challenges and future directions. Comput. Commun. Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Mamoun Alazab, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2022	J	`jnl`	Handling partially labeled network data: A semi-supervised approach using stacked sparse autoencoder. Comput. Networks Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
2022	J	`jnl`	Intelligent Traffic Management in Next-Generation Networks. Future Internet Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2022	—	`conf`	Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. ICC Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Deep Singh
2022	J	`jnl`	Network traffic analysis using machine learning: an unsupervised approach to understand and slice your network. Ann. des Télécommunications Ons Aouedi, Kandaraj Piamrat, Salima Hamma, Menuka Perera Jayasuriya Kuranage
2021	J	`jnl`	Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions. CoRR Shaashwat Agrawal, Sagnik Sarkar, Ons Aouedi, Gokul Yenduri, Kandaraj Piamrat, Sweta Bhattacharya, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu
2021	—	`conf`	Performance evaluation of feature selection and tree-based algorithms for traffic classification. ICC Workshops Ons Aouedi, Kandaraj Piamrat, Benoît Parrein
2020	B	`conf`	A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification. ICNP Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey
2019	J	`jnl`	Big Data: An incoming challenge for vehicular ad-hoc networking. Internet Technol. Lett. Emilien Bourdy, Kandaraj Piamrat, Michel Herbin
2019	—	`conf`	Network Traffic Classification Using Machine Learning for Software Defined Networks. MLN Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, Salima Hamma
2018	J	`jnl`	AD Ad Hoc Networks Pham Tran Anh Quang, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, Jesús Cerquides, César Viho
2018	J	`jnl`	Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs. Comput. Networks Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Marwane Ayaida
2018	B	`conf`	New Method for Exemplar Selection and Application to VANET Experimentation. GLOBECOM Emilien Bourdy, Kandaraj Piamrat, Michel Herbin, Hacène Fouchal
2018	C	`conf`	New Method for Selecting Exemplars Application to Roadway Experimentation. I4CS Emilien Bourdy, Kandaraj Piamrat, Michel Herbin, Hacène Fouchal
2017	—	`conf`	A cross-layer scheme for multimedia transfer over AdHoc networks. ICC Ismail Bennis, Kandaraj Piamrat, Hacène Fouchal, Marwane Ayaida
2017	J	`jnl`	Video Streaming Over Ad Hoc Networks: A QoE-Based Optimal Routing Solution. IEEE Trans. Veh. Technol. Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	—	`conf`	Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks. CCNC Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	B	`conf`	Q-SWiM: QoE-based routing algorithm for SVC video streaming over wireless mesh networks. PIMRC Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2016	J	`jnl`	QoE-based routing algorithms for H.264/SVC video over ad-hoc networks. Wirel. Networks Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho
2015	B	`conf`	A Realistic Multipath Routing for Ad Hoc Networks. GLOBECOM Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Ouadoudi Zytoune, Driss Aboutajdine
2014	J	`jnl`	Concurrent Channel Time Allocation for Resource Management in WPANs. J. Inform. and Commun. Convergence Engineering Hyunhee Park, Kandaraj Piamrat, Kamal Deep Singh
2014	J	`jnl`	Density-Based Opportunistic Broadcasting Protocol for Emergency Situations in V2X Networks. J. Inform. and Commun. Convergence Engineering Hyunhee Park, Kamal Deep Singh, Kandaraj Piamrat
2014	—	`conf`	QoE-Aware Routing for Video Streaming over VANETs. VTC Fall Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
2014	B	`conf`	QoE-aware routing for video streaming over ad-hoc networks. GLOBECOM Pham Tran Anh Quang, Kandaraj Piamrat, César Viho
2013	B	`conf`	Optimising QoE for Scalable Video multicast over WLAN. PIMRC Kamal Deep Singh, Kandaraj Piamrat, Hyunhee Park, César Viho, Jean-Marie Bonnin
2011	—	`conf`	CLAP: coordinated lightweight APs architecture for wireless IPTV service in home networks. PM2HW2N@MSWiM Kandaraj Piamrat, Patrick Fontaine
2011	—	`conf`	Coordinated architecture for wireless home networks. HomeNets@SIGCOMM Kandaraj Piamrat, Patrick Fontaine
2011	A	`conf`	QOE-based dynamic resource allocation for multimedia traffic in IEEE 802.11 wireless networks. ICME Xinghua Sun, Kandaraj Piamrat, César Viho
2011	B	`conf`	QoE-aware vertical handover in wireless heterogeneous networks. IWCMC Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin
2011	J	`jnl`	Radio resource management in emerging heterogeneous wireless networks. Comput. Commun. Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, César Viho
2010	B	`conf`	QoE-Aware Scheduling for Video-Streaming in High Speed Downlink Packet Access. WCNC Kandaraj Piamrat, Kamal Deep Singh, Adlen Ksentini, César Viho, Jean-Marie Bonnin
2010	—	`—`	Quality-aware Resource Management inWireless Networks. (Gestion de ressources basée sur la qualité dans les réseaux sans-fil). Kandaraj Piamrat
2009	B	`conf`	Q-DRAM: QoE-Based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks. GLOBECOM Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, César Viho
2009	—	`conf`	Quality of Experience Measurements for Video Streaming over Wireless Networks. ITNG Kandaraj Piamrat, César Viho, Jean-Marie Bonnin, Adlen Ksentini
2009	C	`conf`	Rate adaptation mechanism for multimedia multicasting in wireless networks. BROADNETS Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, César Viho
2008	—	`conf`	QoE-Aware Admission Control for Multimedia Applications in IEEE 802.11 Wireless Networks. VTC Fall Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin
2008	B	`conf`	QoE-based network selection for multimedia users in IEEE 802.11 wireless networks. LCN Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin