International Journals
O Aouedi, K Piamrat, G Muller, Kamal Singh, ``Federated Semi-Supervised Learning for Attack Detection in Industrial Internet of Things'', in IEEE Transactions on Industrial Informatics, 2023
Morel, M. L. A., Saffar, I., Kamal Singh, Hamideche, S. A., & Viho. ``Improving User Environment Detection Using Context-aware Multi-Task Deep Learning in Mobile Networks", IEEE Transactions on Cognitive Communications and Networking, 8(4), 1665-1676, 2022.
A Najjar, Y Mualla, Kamal Singh, G Picard, D Calvaresi, A Malhi, S Galland. ``One-to-Many Negotiation QoE Management Mechanism for End-User Satisfaction'', IEEE Access, 2021
H Rahimi, Y Picaud, Kamal Singh, G Madhusudan, S Costanzo, O Boissier. ``Design and simulation of a hybrid architecture for edge computing in 5G and beyond'' in IEEE Transactions on Computers 70 (8), 2021
Jong Hyouk Lee, Kamal Singh. "SwitchTree: In-network Computing and Traffic Analyses with Random Forests", Neural Computing and Applications, 2020
K Shimoda, D Diefenbach, Kamal Singh, A Taya, Y Tobe, P Maret, "RW-QAnswer: an assisting system for intelligent environments using semantic technology", Journal of Reliable Intelligent Environments, 1-17, 2020
Dennis Diefenbach, Andreas Both, Kamal Singh, Pierre Maret. "Towards a Question Answering System over the Semantic Web", Semantic Web Journal, Volume 11, no. 3, pp. 421-439, April 2020
Tran Anh Quang Pham, Abbas Bradai, Kamal Deep Singh, Gauthier Picard, Roberto Riggio. “Single and Multi-domain Adaptive Allocation Algorithms for VNF Forwarding Graph Embedding”, IEEE Transactions on Network and Service Management, Volume 16 , Issue: 1 , March 2019.
Pham Tran Anh Quang, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, Jesús Cerquides, César Viho. "AD3-GLaM: A Cooperative Distributed QoE-based Approach for SVC Video Streaming over Wireless Mesh Networks", Ad Hoc Networks, 2018.
F Khelifi, A Bradai, Kamal Singh, M Atri. "Localization and Energy-Efficient Data Routing for Unmanned Aerial Vehicles: Fuzzy-Logic-Based Approach", IEEE Communications Magazine 2018 56 (4), 129-133
Dennis Diefenbach, Vanessa Lopez, Kamal Singh, Pierre Maret: "Core Techniques of Question Answering Systems over Knowledge Bases: a Survey". Knowledge and Information System, Springer (2017).
Tran Anh Quang Pham, Kandaraj Piamrat, Kamal Deep Singh, César Viho. "Video Streaming over Ad-hoc Networks: a QoE-based Optimal Routing Solution". IEEE Transactions on Vehicular Technology, 66(2): 1533-1546, 2017.
Tran Anh Quang Pham, Kandaraj Piamrat, Kamal Deep Singh, César Viho. "QoE-based routing algorithms for H.264/SVC video over ad-hoc networks". Wireless Networks, Springer (2016).
Priyanka Rawat, Kamal Deep Singh, and Jean-Marie Bonnin, “Cognitive Radio for M2M and Internet of Things”, Computer Communications, Elsevier (2016). link
Abbas Bradai, Abderrahim Bensliman, Kamal Deep Singh, "Dynamic anchor points selection for mobility management in Software Defined Networks", Journal of Networks and Computer Applications, November 2015.
Abbas Bradai, Kamal Singh, Abderrezak Rachedi, and Toufik Ahmed, "EMCOS: Energy-efficient Mechanism for Multimedia Streaming over Cognitive Radio Sensor Networks", Pervasive and Mobile Computing, 2015.
Abbas Bradai, Kamal Singh, Toufik Ahmed, and Tinku Rasheed, "Cellular Software Defined Networking: A framework", IEEE Communications Magazine, June 2015.
Jong-Hyouk Lee, Kamal Deep Singh, Jean-Marie Bonnin, and Sangheon Pack, "Mobile Data Offloading: A Host-based Distributed Mobility Management Approach," IEEE Internet Computing Magazine, Jan-Feb 2014.
Kamal Deep Singh, Priyanka Rawat, Jean Marie Bonnin, "Cognitive Radio for Vehicular Ad hoc Networks (CR-VANETs): approaches and challenges," EURASIP Journal of Wireless Communications and Networking (2014), Springer.
Nabil Benamar, Kamal Deep Singh, Maria Benamar, Driss El Ouadghiri, Jean Marie Bonnin, "Routing protocols in vehicular delay tolerant networks: a comprehensive survey". Computer Communications (2014), Elsevier, (Impact Factor 1.079).
Priyanka Rawat, Kamal Deep Singh, Hakima Chaouchi, and Jean Marie Bonnin. "Wireless sensor networks: a survey on recent developments and potential synergies." The Journal of Supercomputing (2013), Springer.
Hyunhee Park, Kamal Deep Singh, Kandaraj Piamrat, Cesar Viho, Jean-Marie Bonnin. "Adaptive Beam Scheduling for Scalable Video Multicast in Wireless Networks", Electronics Letters (2014), 50 (16).
Book Chapters
Kamal Deep Singh, Gerardo Rubino and César Viho." Packet Scheduling Principles and Algorithms for Downlink ". in Handbook of HSDPA/HSUPA (Editors Borko Furht and Syed Ahson), CRC Press, Taylor & Francis Group, 2010.
Kandaraj Piamrat, Hyunhee Park, Kamal Deep Singh, and César Viho, "QoE-based Network Selection in Heterogeneous Environment," a chapter in Quality of Experience Engineering for Customer Added Value Services: From Evaluation to Monitoring, IWQM, Wiley.
Improving Quality of Service and Resource Utilisation for Multimedia Streaming over Third Generation Mobile Networks PDF file (Thesis in ENGLISH with an abstract in FRENCH). Slides of Thesis Defence: PDF file.
SA Hamideche, ML Alberi-Morel, K Singh, C Viho, Federated Representation Learning for Encrypted Application Type Classification in beyond 5G RAN, IEEE Consumer Communications and Networking Conference, Las Vegas, Jan 2025.
DP Venmani, F Zarradi, F Hamma, B Jahan, K Singh, Timing-As-A-Service (TAAS): Over-the-Air Synchronization method for Industrial IoT. IEEE Virtual Conference on Communications, 2024.
K Satheesh, K Singh, SA Hamideche, ML Alberi-Morel, C Viho, User Environment Detection Using Long Short-Term Memory Autoencoder. International Symposium on Networks, Computers and Communications, Washington, 2024.
Boumhand, K Singh, Y Hadjadj-Aoul, M Liewig, C Viho, Multi-task learning for identifying multi-activity situations and application type from network trafic. 20th International Conference on Wireless and Mobile Computing, Paris, 2024.
S Marouani, K Singh, B Jeudy, A Bradai, A Habrard, Advanced Traffic Engineering in WAN Using Graph Attention Networks, 20th International Conference on Wireless and Mobile Computing, Paris, 2024.
S Raj, A Tripathi, K Singh, POSTER: Compact Linked Data for Constrained Web of Things Using CBOR-LD, IEEE Symposium on Computers and Communications (ISCC), Paris, 2024.
Hamma, F., Venmani, D. P., Singh, K., & Jahan, B. Synchronization in Industrial IoT: Impact of propagation delay on time error. In IEEE Conference on Standards for Communications and Networking 2023, Munich, Germany, 6–8 November 2023.
Boumhand, A., Kamal Singh, Hadjadj-Aoul, Y., Liewig, M., & Viho, C. (2023, July). Network Traffic Classification for Detecting Multi-Activity Situations. In IEEE Symposium on Computers and Communications (ISCC) (pp. 681-687), 2023.
Hamideche, S. A., Morel, M. L. A., Kamal Singh, & Viho, C.. Indoor-Outdoor Detection using Time Series Classification and User Behavioral Cognition. In 2022 14th IFIP Wireless and Mobile Networking Conference (WMNC) (pp. 7-14), 2022. (Best Paper Award)
Alexandre Bento, Lionel Médini, Kamal Singh, Frédérique Laforest, ``Do Arduinos dream of efficient reasoners?'', ESWC 2022, Hersonissos, Greece, May 29 - June 2, 2022.
O Aouedi, K Piamrat, G Muller, K Singh, ``Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning'', ICC 2022-IEEE International Conference on Communications, 16 - 20 May 2022. (Best Paper Award)
O Aouedi, K Piamrat, G Muller, K Singh. ``FLUIDS: Federated Learning with semi-supervised approach for Intrusion Detection System'', IEEE Consumer Communications & Networking Conference 8–11 January 2022.
D Diefenbach, J Giménez-García, A Both, Kamal Singh, P Maret, "QAnswer KG: Designing a Portable Question Answering System over RDF Data", European Semantic Web Conference, 429-445, May-June 2020
Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho. Deep Learning based Speed Profiling for Mobile Users in 5G Cellular Networks. IEEE Globecom, December 2019, Hawaii, USA
N. Er Indra, Kamal Singh, J. M. Bonnin, CityView: A Vehicle Based Image and Data Collection for Smart Cities, WiMob 2019 - 15th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications, pp. 1-7, Barcelona, Spain (2019)
Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho. Mobile User Environment Detection using Deep Learning based Multi-Output Classification. 12th IFIP Wireless and Mobile Networking Conference, September 11-13, 2019, Paris, France
M. L. Alberi-Morel, I. Saffar, K. Singh, C. Viho, Multi-task Deep Learning based Environment and Mobility Detection for User Behavior Modeling, WMLC 2019 - International Workshop on Machine Learning for Communications, pp. 1-7, Avignon, France (2019)
Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho. Semi-supervised Deep Learning-based Methods for Indoor Outdoor Detection. IEEE International Conference on Communications (ICC), May 2019, Shangai, China.
Dennis Diefenbach, Pedro Migliatti, Omar Qawasmeh, Vincent Lully, Kamal Singh and Pierre Maret. QAnswer: A Question Answering prototype bridging the gap between the LOD and end-users, April 2019, Demo The Web Conference 2019, San Francisco, United States.
Illyyne Saffar, Marie-Line Alberi-Morel, Kamal Deep Singh, César Viho. Machine Learning with partially labeled Data for Indoor Outdoor Detection. IEEE Annual Consumer Communications & Networking Conference (CCNC), Jan 2019, Las Vegas, United States.
N. Er Indra, K. Singh, J. M. Bonnin, DC4LED: A Hierarchical VDTN Routing for Data Collection in Smart Cities, CCNC 2019 - 16th IEEE Consumer Communications and Networking Conference, pp. 883-886, Las Vegas, United States (2019)
Q. Pham, A. Bradai, K. Singh, Y. Hadjadj-Aoul, Multi-domain non-cooperative VNF-FG embedding: A deep reinforcement learning approach, The 2nd International Workshop on Network Intelligence (NI 2019)@INFOCOM 2019, pp. 1-6, Paris, France (2019)
Pham Tran Anh Quang, Abbas Bradai, Kamal Deep Singh, Roberto Riggio: A2VF: Adaptive Allocation for Virtual Network Functions in Wireless Access Networks. WOWMOM 2018.
Pham Tran Anh Quang, Kamal Deep Singh, Abbas Bradai, Abderrahim Bensliman: QAAV: Quality of Service-aware Adaptive Allocation of Virtual Network Functions in Wireless Network. ICC 2018.
Kammoun, A., Raynaud, T., Gillani, S., Singh, K., Fayolle, J., & Laforest, F. "A scalable framework for accelerating situation prediction over spatio-temporal event streams." Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems. ACM, June 2018.
Abderrahmen Kammoun, Syed Gillani, Julien Subercaze, Stéphane Frénot, Kamal Singh, Frédérique Laforest, Jacques Fayolle: All that Incremental is not Efficient: Towards Recomputation Based Complex Event Processing for Expensive Queries. EDBT 2018.
Syed Gillani, Abderrahmen Kammoun, Kamal Singh, Julien Subercaze, Christophe Gravier, Frédérique Laforest, Jacques Fayolle. Pi-CEP: Predictive Complex Event Processing using Range Queries over Historical Pattern Space. ICDM 2017.
Dennis Diefenbach, Thomas Pellissier Tanon, Kamal Deep Singh, Pierre Maret: Question Answering Benchmarks for Wikidata. International Semantic Web Conference (Posters, Demos & Industry Tracks) 2017.
Dennis Diefenbach, Shanzay Amjad, Andreas Both, Kamal Singh, Pierre Maret: Trill: A reusable Front-End for QA systems,, Extended Semantic Web conference (ESWC) (Posters and Demos) 2017.
Dennis Diefenbach, Kamal Singh, Pierre Maret: WDAqua-core0: A Question Answering Component for the Research Community. Extended Semantic Web conference (ESWC) 2017 (Track: 7th Open Challenge on Question Answering over Linked Data - QALD-7).
Dennis Diefenbach, Youssef Dridi, Kamal Deep Singh, Pierre Maret: SPARQLtoUser: Did the Question Answering System Understand me? BLINK/NLIWoD3@ISWC 2017.
Ngurah Indra Er, Kamal Deep Singh and Jean-Marie Bonnin. On the Performance of VDTN Routing Protocols with V2X Communications for Data Delivery in Smart Cities, The Second International Workshop on Smart Sensing Systems (IWSSS), Oulu, Finland (2017).
Dennis Diefenbach, Ricardo Usbeck, Kamal Deep Singh and Pierre Maret, "A Scalable Approach for Computing Semantic Relatedness using Semantic Web Data", WIMS 2016, Nimes, France, June 2016.
Pham Tran Anh Quang, Kandaraj Piamrat, Kamal Deep Singh, César Viho, "Q-RoSA: QoE-aware Routing for SVC Video Streaming over Ad-hoc Networks", CCNC 2016, Las Vegas, USA, Jan 2016.
Syed Gillani, Abderrahmen Kammoun, Julien Subercaze, Kamal Singh, Gauthier Picard and Frederique Laforest, "DEBS Grand Challenge: Top-K Queries in RDF Graph-based Stream Processing with Actors", DEBS 2015.
Abbas Bradai, Kamal Singh, Abderrezak Rachedi, and Toufik Ahmed,"Clustering in Cognitive Radio for Multimedia Streaming over Wireless Sensor Networks", IWCMC 2015, Croatia, August 2015.
Kamal Deep Singh, Kandaraj Piamrat, Hyunhee Park, César Viho, Jean Marie Bonnin, "Optimising QoE for Scalable video multicast over WLAN". PIMRC 2013, London, United Kingdom, Sept 2013.
Maria Benamar, Nabil Benamar, Kamal Deep Singh, Driss El Ouadghiri, "Recent study of Routing protocols in VANET: Survey and Taxonomy".First International Workshop on Vehicular Networks and Telematics (WVNT 2013), MarraKech, Morocco, May 2013.
Kamal Deep Singh, David Ros Sanchez and Jean-Marie Bonnin, "Optimising TCP over cognitive radio networks for trains". ITST 2012: 12th International Conference on ITS Telecommunications, Taipei, Taiwan, Nov 2012. (Best Paper Award)
Li Zhe, Karim Mohamed Sbai, Yassine Hadjadj Aoul, Annie Gravey, Damien Alliez, Jeremie Garnier, Gerard Madec, Gwendal Simon, Kamal Deep Singh. "Network Friendly Video Distribution". International Conference on Network of the Future, Tunis, Tunisia, Nov 2012. (Best Paper Award)
Kamal Deep Singh, Yassine Hadjadj-Aoul and Gerardo Rubino." Quality of Experience estimation for adaptive HTTP/TCP video streaming using H.264/AVC ". CCNC 2012, Las Vegas, Nevada, USA, Jan 2012.
Kamal Deep Singh, Adlen Ksentini and Baptiste Marienval." Quality of Experience measurement tool for SVC video coding ". IEEE International Conference on Communications (ICC 2011), Kyoto, Japan, June 2011.
Kamal Deep Singh and Gerardo Rubino." Quality of Experience Estimation Using Frame Loss Pattern and Video Encoding Characteristics in DVB-H Networks ". The 18th international Packet Video Workshop, Hong Kong, China, December 2010.
Kamal Deep Singh and Gerardo Rubino." No-Reference Quality of Experience Monitoring in DVB-H Networks ". The 9th Annual Wireless Telecommunications Symposium, Tampa, Florida, USA, April 2010.
Kandaraj Piamrat, Kamal Deep Singh, Adlen Ksentini, César Viho and Jean-Marie Bonnin." QoE-aware scheduling for video-streaming in High Speed Downlink Packet Access ". IEEE Wireless Communications and Networking Conference 2010, Sydney, Australia, April 2010.
Kamal Deep Singh, Julio Orozco, David Ros and Gerardo Rubino." Improving Perceived Streaming-Video Quality in High Speed Downlink Packet Access ". IEEE GLOBECOM 2008, New Orleans, USA, November 2008.
Kamal Deep Singh, Arpad Huszak, David Ros, César Viho and Gabor Jeney." Congestion Control and Adaptive Retransmission for Multimedia Streaming over Wireless Networks ". NGMAST 2008, Cardiff, Wales, UK, September 2008.
Letian Xu, Adlen Kamal Singh, Kamal Singh, Gerardo Rubino and Gilles Straub." Multimedia transmission in a managed P2P networks ". NEM Summit, St. Malo, France, September 2008.
Kamal Deep Singh and David Ros." Normalized Rate Guarantee Scheduler for High Speed Downlink Packet Access ". IEEE GLOBECOM 2007, Washington, November 2007.
Kamal D. Singh, D. Ros, L. Toutain, C. Viho." Proportional Resource Partitioning over Shared Wireless Links ". IEEE 66th Vehicular Technology Conference, Baltimore, MD, USA, September 2007.
Kamal Deep Singh, Julio Orozco, David Ros and Gerardo Rubino." Streaming of H.264 Video over HSDPA: Impact of MAC-Layer Schedulers on User-Perceived Quality". To appear as: ENST Bretagne Research report no. RR-2007002-RSM. PDF File.
Kamal Deep Singh and David Ros." TCP-Friendly Rate Control over High Speed Downlink Packet Access". Proceedings of IEEE ISCC'07 (12th IEEE Symposium on Computers and Communications), Aveiro, Portugal, July 2007.
Kamal D. Singh, D. Ros, L. Toutain, C. Viho." Improving Multimedia Streaming over Wireless using End-to-End Estimation of Wireless Losses". IEEE 64th Vehicular Technology Conference, Montreal, Canada, September 2006.
Minaburo, Kamal Deep Singh, L. toutain, C. Marc, E. Martinez." Performance Improvement of Multimedia flows by using UDP-Lite and ROHC compression". in 5th ICICS International Conference on Information, Communications and Signal Processing , Bangkok, Thailand, December 2005.
Ramiro Garcia, Jose Incera, Kamal Deep Singh." An Experimental evaluation of H.264/AVC semantic codec video streaming in a Diffserv network architechture". in ROC&C 2005, Acapulco, Mexico, November 2005.
Pablo Frank Bolton, Jose Incera, Kamal Deep Singh." Objective and subjective characterization of video streams in IP networks". in ROC&C 2005, Acapulco, Mexico, November 2005.
Minaburo, Kamal Deep Singh, L. toutain, L. Nuaymi." Proposed behavior for robust header compression over a radio link". in IEEE International Conference on Communications (ICC 2004), Paris, France, June 2004.
Minaburo, L. Nuaymi, Kamal Deep Singh, L. toutain." Configuration and Analyses of ROHC in the UMTS". in 14th IEEE International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC'03), Beijing, China, September 2003.
Minaburo, K.Singh, L. toutain." IPv6 Header Compression Mechanism". in IEEE SETIT'03, Tunisia, September 2003.
Minaburo, L. toutain, L. Nuaymi, K. D. Singh." Optimisation des parametres de compression dans ROHC". in Colloque Francophone sur l'Ingénierie des Protocoles (CFIP2003) , Paris, France, October 2003.
Tutorials
Kamal Deep Singh, Sofiene Jelassi and Gerardo Rubino." From QoS to QoE through perceptual quality". in Proceedings of QEST, 2012