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    42

    Associate Professor - University of Nantes / LS2N


    Journal articles12 documents

    • Ons Aouedi, Kandaraj Piamrat, Benoît Parrein. Intelligent Traffic Management in Next-Generation Networks. Future internet, MDPI, 2022, pp.1-35. ⟨10.3390/fi14020044⟩. ⟨hal-03546653⟩
    • Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey. Handling partially labeled network data: a semi-supervised approach using stacked sparse autoencoder. Computer Networks, Elsevier, 2022, 207, pp.1-12. ⟨10.1016/j.comnet.2021.108742⟩. ⟨hal-03524935⟩
    • Ons Aouedi, Kandaraj Piamrat, Salima Hamma, J K Menuka Perera. Network Traffic Analysis using Machine Learning: an unsupervised approach to understand and slice your network. Annals of Telecommunications - annales des télécommunications, Springer, 2021. ⟨hal-03344361⟩
    • Hyunhee Park, Kandaraj Piamrat, Kamal Singh, Hsing-Chung Chen. Data Analysis for Self-Driving Vehicles in Intelligent Transportation Systems. Journal of Advanced Transportation, Hindawi Publishing Corporation, 2020, 2020, pp.1-2. ⟨10.1155/2020/9386148⟩. ⟨hal-02486375⟩
    • Emilien Bourdy, Kandaraj Piamrat, Michel Herbin. Big Data: An incoming challenge for vehicular ad-hoc networking. Internet Technology Letters, Wiley, 2019, 2 (2), pp.e82. ⟨10.1002/itl2.82⟩. ⟨hal-01911631⟩
    • Tran Anh Quang Pham, Kamal Deep Singh, Juan Antonio Rodríguez-Aguilar, Gauthier Picard, Kandaraj Piamrat, et al.. AD3-GLaM: A cooperative distributed QoE-based approach for SVC video streaming over wireless mesh networks. Ad Hoc Networks, Elsevier, 2018, 80, pp.1 - 15. ⟨10.1016/j.adhoc.2018.07.005⟩. ⟨hal-01883634⟩
    • Ismail Bennis, Hacène Fouchal, Kandaraj Piamrat, Marwane Ayaida. Efficient queuing scheme through cross-layer approach for multimedia transmission over WSNs. Computer Networks, Elsevier, 2018, 134, pp.272-282. ⟨10.1016/j.comnet.2018.01.046⟩. ⟨hal-01713038⟩
    • 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, Institute of Electrical and Electronics Engineers, 2017, 66 (2), ⟨10.1109/TVT.2016.2552041⟩. ⟨hal-01340989⟩
    • Quang Tran Anh Pham, Kandaraj Piamrat, Kamal Deep Singh, César Viho. QoE-based routing algorithms for H.264/SVC video over Ad-hoc networks. Wireless Networks, Springer Verlag, 2016, 22 (7), ⟨10.1007/s11276-015-1103-0⟩. ⟨hal-01253420⟩
    • Hyunhee Park, Kamal Deep Singh, Kandaraj Piamrat, Jean-Marie Bonnin, César Viho. Adaptive beam scheduling for scalable video multicast in wireless networks. IET Communications, Institution of Engineering and Technology, 2014, 50 (16), pp.1167-1169. ⟨10.1049/el.2014.0392⟩. ⟨hal-01068136⟩
    • Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin. Quality of experience: A new paradigm for resource management in wireless multimedia networks. Recent Patents on Computer Science, Bentham Science Publishers, 2011, 4. ⟨hal-00789607⟩
    • Kandaraj Piamrat, Adlen Ksentini, Jean-Marie Bonnin, César Viho. Radio resource management in emerging heterogeneous wireless networks. Computer Communications, Elsevier, 2011, 34 (9), ⟨10.1016/j.comcom.2010.02.015⟩. ⟨hal-00646067⟩

    Conference papers19 documents

    • Ons Aouedi, Kandaraj Piamrat, Guillaume Muller, Kamal Singh. Intrusion detection for Softwarized Networks with Semi-supervised Federated Learning. ICC 2022 - IEEE International Conference on Communications, Jun 2022, Seoul, South Korea. ⟨hal-03544099⟩
    • Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey. A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification. 2020 IEEE 28th International Conference on Network Protocols (ICNP), Oct 2020, Madrid, Spain. pp.1-6, ⟨10.1109/ICNP49622.2020.9259390⟩. ⟨hal-03049711⟩
    • Perera Menuka, Kandaraj Piamrat, Salima Hamma. Network Traffic Classification using Machine Learning for Software Defined Networks. IFIP International Conference on Machine Learning for Networking (MLN'2019), Dec 2019, Paris, France. ⟨hal-02379020⟩
    • Menuka Perera Jayasuriya Kuranage, Kandaraj Piamrat, Salima Hamma. Network Traffic Classification Using Machine Learning for Software Defined Networks. 2nd International Conference on Machine Learning for Networking (MLN), Dec 2019, Paris, France. pp.28-39, ⟨10.1007/978-3-030-45778-5_3⟩. ⟨hal-03266452⟩
    • Emilien Bourdy, Kandaraj Piamrat, Michel Herbin, Hacène Fouchal. New Method for Selecting Exemplars Application to Roadway Experimentation. International Conference on Innovations for Community Services (I4CS), 2018, Žilina, Slovakia. pp.75-84, ⟨10.1007/978-3-319-93408-2_6⟩. ⟨hal-02133065⟩
    • Emilien Bourdy, Kandaraj Piamrat, Michel Herbin, Hacène Fouchal. New Method for Exemplar Selection and Application to VANET Experimentation. IEEE Global Communications Conference (GLOBECOM), 2018, Abu Dhabi, United Arab Emirates. pp.1-6, ⟨10.1109/GLOCOM.2018.8647908⟩. ⟨hal-02133061⟩
    • Ismail Bennis, Kandaraj Piamrat, Hacene Fouchal, Marwane Ayaida. A cross-layer scheme for multimedia transfer over AdHoc networks. International Conference on Communications (ICC), 2017, Paris, France. ⟨10.1109/ICC.2017.7997018⟩. ⟨hal-01698712⟩
    • Quang Tran Anh Pham, Kandaraj Piamrat, Kamal Deep Singh, César Viho. Q-SWiM: QoE-based Routing algorithm for SVC Video Streaming over Wireless Mesh Networks. Annual International Symposium on Personal and Indoor Mobile Radio Conference (PIMRC), 2016, Valencia, Spain. ⟨10.1109/PIMRC.2016.7794914⟩. ⟨hal-01386166⟩
    • Quang Tran Anh Pham, Kandaraj Piamrat, Kamal Deep Singh, César Viho. Q-RoSA: QoE-aware routing for SVC video streaming over ad-hoc networks. Annual Consumer Communications & Networking Conference (CCNC), 2016, Las Vegas, United States. ⟨10.1109/CCNC.2016.7444863⟩. ⟨hal-01341209⟩
    • Quang Tran Anh Pham, Kandaraj Piamrat, César Viho. QoE-Aware Routing for Video Streaming over VANETs. Vehicular Technology Conference (VTC Fall), 2014 IEEE 80th, Sep 2014, Vancouver, Canada. ⟨10.1109/VTCFall.2014.6966141⟩. ⟨hal-01105360⟩
    • Quang Tran Anh Pham, Kandaraj Piamrat, César Viho. QoE-aware Routing for Video Streaming over Ad-hoc Networks. IEEE Global Communications Conferences (GLOBECOM) 2014, Dec 2014, Austin, United States. ⟨hal-01097997⟩
    • Kamal Deep Singh, Kandaraj Piamrat, Hyunhee Park, César Viho, Jean-Marie Bonnin. Optimising QoE for Scalable Video multicast over WLAN. 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⟩. ⟨hal-00930091⟩
    • Kandaraj Piamrat, Fontaine Patrick, César Viho. Managing wireless IPTV in multimedia home networking. 15th International Conference on Advanced Communication Technology (ICACT), Jan 2013, Jeju Island, North Korea. pp.352 - 356. ⟨hal-00930064⟩
    • Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin. QoE-aware Vertical Handover in Wireless Heterogeneous Networks. 7th International Wireless Communications and Mobile Computing Conference (IWCMC), Jul 2011, Istanbul, Turkey. ⟨10.1109/IWCMC.2011.5982513⟩. ⟨hal-00714992⟩
    • Xinghua Sun, Kandaraj Piamrat, César Viho. QOE-based dynamic resource allocation for multimedia traffic in IEEE 802.11 wireless networks. IEEE International Conference on Multimedia and Expo (ICME), 2011, 2011, Unknown. ⟨hal-00789627⟩
    • Kandaraj Piamrat, Kamal Deep Singh, Adlen Ksentini, César Viho, Jean-Marie Bonnin. QoE-aware scheduling for video-streaming in high speed downlink packet access. WCNC'10 : IEEE Wireless Communications & Networking Conference, Apr 2010, Sydney, Australia. pp.1-6. ⟨hal-00523097⟩
    • Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin. Rate Adaptation Mechanism for Multimedia Multicasting in Wireless Networks. International Conference on Broadband Communications (Broadnets), Sep 2009, Madrid, Spain. ⟨hal-00789335⟩
    • Kandaraj Piamrat, César Viho, Adlen Ksentini, Jean-Marie Bonnin. Quality of Experience Measurements for Video Streaming over Wireless Networks. 6th International Conference on Information Technology : New Generations (ITNG), Apr 2009, Las Vegas, United States. ⟨hal-00789332⟩
    • Kandaraj Piamrat, Adlen Ksentini, César Viho, Jean-Marie Bonnin. Q-DRAM: QoE-based Dynamic Rate Adaptation Mechanism for Multicast in Wireless Networks. IEEE Global Telecommunication Conference (Globecom), Nov 2009, Hawaii, United States. ⟨hal-00789336⟩

    Poster communications2 documents

    • Ons Aouedi, Kandaraj Piamrat, Benoît Parrein. Network Feature Selection based on Machine Learning for Resource Management. GDR-RSD, Jan 2020, Nantes, France. ⟨hal-02539629⟩
    • Menuka Perera, Kandaraj Piamrat, Salima Hamma. Network Traffic Classification using Machine Learning for Software Defined Networks. Journées non thématiques GDR-RSD 2020, Jan 2020, Nantes, France. ⟨hal-02539341⟩

    Book sections1 document

    • Kandaraj Piamrat, Hyunhee Park, Kamal Deep Singh, César Viho. QoE-Based Network Selection in Heterogeneous Environments. 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. ⟨hal-01097979⟩

    Preprints, Working Papers, ...2 documents

    • Ons Aouedi, Kandaraj Piamrat, Benoît Parrein. Performance evaluation of feature selection and tree-based algorithms for traffic classification. 2021. ⟨hal-03195346⟩
    • Ons Aouedi, Kandaraj Piamrat, Dhruvjyoti Bagadthey. A Semi-supervised Stacked Autoencoder Approach for Network Traffic Classification. 2020. ⟨hal-02933689v2⟩

    Reports5 documents

    • Quang Tran Anh Pham, Kandaraj Piamrat, César Viho. Resource Management in Wireless Access Networks: A layer-based classification - Version 1.0. [Research Report] PI-2017, 2014, pp.23. ⟨hal-01010572⟩
    • Kandaraj Piamrat, César Viho, Adlen Ksentini, Jean-Marie Bonnin. QoE-aware Network Selection in Wireless Heterogeneous Networks. [Research Report] RR-7282, INRIA. 2010. ⟨inria-00482267v2⟩
    • Kandaraj Piamrat, César Viho, Adlen Ksentini, Jean-Marie Bonnin. Rate Adaptation Mechanisms for Multimedia Multicasting in Wireless IEEE 802.11 Networks. [Research Report] 2009, pp.16. ⟨inria-00365500v2⟩
    • Kandaraj Piamrat, César Viho, Adlen Ksentini, Jean-Marie Bonnin. Resource Management in Mobile Heterogeneous Networks: State of the Art and Challenges. [Research Report] PI 1889, 2008, pp.31. ⟨inria-00261976⟩
    • Kandaraj Piamrat, César Viho, Adlen Ksentini, Jean-Marie Bonnin. Resource Management in Mobile Heterogeneous Networks: State of the Art and Challenges. [Research Report] RR-6459, INRIA. 2008. ⟨inria-00258507v4⟩

    Theses1 document

    • Kandaraj Piamrat. Quality-aware Resource Management inWireless Networks. Networking and Internet Architecture [cs.NI]. Université Rennes 1, 2010. English. ⟨tel-00647693v2⟩