Miloud Bagaa

Page personnelle

• Postdoc Fellow: AALTO University, Finland.
• ERCIM Postdoc Fellow: University of Science and technology (NTNU), Norway.
• Ph.D: University of Sciences and Technology Houari Boumediene (USTHB), Algeria.
• Magister: University of Sciences and Technology Houari Boumediene (USTHB), Algeria.
• Computer science engineer: University of Sciences and Technology Houari Boumediene (USTHB), Algeria.

• Cloud Edge Continuum.
• Network and Service.
• Orchestration and Automation.
• Software Defined Networking.
• Time Sensitive Networking.
• Artificial Intelligence.
• Network Optimization.

• GUEST EDITORS:
  
  • IEEE JSAC: Series on Network Softwarization & Enablers.
• Technical Editors:
  
  • IEEE Network Magazine.
• Symposium Chair:
  
  • IEEE Globecom 2022.
  • IEEE ICC 2017.
• Pubilicity chair:
  
  • IEEE CSCN 2017.

Journals:

[53] H. Hafi, B. Brik, P. A. Frangoudis, A. Ksentini and M. Bagaa, "Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges, and Future Directions," in IEEE Access, vol. 12, pp. 9890-9930, 2024, doi: 10.1109/ACCESS.2024.3351600
[52] Bidabadi, S., Ahmed Ouameur, M., Bagaa, M. et al. Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networks. J Wireless Com Network 2023, 89 (2023). https://doi.org/10.1186/s13638-023-02296-7
[J51] K. Boutiba, M. Bagaa and A. Ksentini, "Multi-Agent Deep Reinforcement Learning to Enable Dynamic TDD in a Multi-Cell Environment," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2023.3315961.
[J50] K. Boutiba, M. Bagaa, A. Ksentini, "Optimal radio resource management in 5G NR featuring network slicing", Computer Networks, Volume 234,
2023, 109937, ISSN 1389-1286.
[J49] N. Toumi, M. Bagaa, and A. Ksentini, "Machine Learning for Service Migration: A Survey," in IEEE Communications Surveys & Tutorials, doi: 10.1109/COMST.2023.3273121.
[J48] H. Hellaoui, M. Bagaa, A. Chelli, T. Taleb and B. Yang, " On Supporting Multi-Services in UAV-Enabled Aerial Communication for the Internet of Things", in IEEE Internet of Things Journal (to appear).
[J47] J. Prados-Garzon, T. Taleb and M. Bagaa, "Optimization of Flow Allocation in Asynchronous Deterministic 5G Transport Networks by Leveraging Data Analytics," in IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2021.3099979 (2023).
[J46] M. Bagaa, T. Taleb, J. Bernabé, A. F. Skarmeta, “QoS and Resource-Aware Security Orchestration and Life Cycle Management. IEEE Transactions on Mobile Computing 21(8): 2978-2993 (2022).
[J45] M. Bagaa, D. L. C. Dutra, T. Taleb and H. Flinck, "Towards Enabling Network Slice Mobility to Support 6G System," in IEEE Transactions on Wireless Communications, 2022, doi: 10.1109/TWC.2022.3182591.
[J44] S. Ouahouah, M. Bagaa, J. Prados-Garzon and T. Taleb, "Deep-Reinforcement-Learning-Based Collision Avoidance in UAV Environment," in IEEE Internet of Things Journal, vol. 9, no. 6, pp. 4015-4030, 15 March15, 2022, doi: 10.1109/JIOT.2021.3118949. 
[J43] A. Boudi, M. Bagaa, P. Pöyhönen, T. Taleb and H. Flinck, "AI-Based Resource Management in Beyond 5G Cloud Native Environment," in IEEE Network, vol. 35, no. 2, pp. 128-135, March/April 2021, doi: 10.1109/MNET.011.2000392.
[J42] M. Bagaa, T. Taleb, J. Riekki, J. Song, "Collaborative Cross System AI: Toward 5G System and Beyond", IEEE Netw. 35(4): 286-294 (2021).
[J41] H. Hantouti, N. Benamar, M. Bagaa and T. Taleb, "Symmetry-Aware SFC Framework for 5G Networks," in IEEE Network, vol. 35, no. 5, pp. 234-241, September/October 2021, doi: 10.1109/MNET.011.2000629.
[J40] Z. Nadir, T. Taleb, H. Flinck, O. Bouachir and M. Bagaa, "Immersive Services over 5G and Beyond Mobile Systems," in IEEE Network, vol. 35, no. 6, pp. 299-306, November/December 2021, doi: 10.1109/MNET.121.2100172.
[J39] N. H. Motlagh, I. Afolabi, M. Pozza, M. Bagaa, T. Taleb, S. Tarkoma and H. Flinck, "mMTC Deployment over Sliceable Infrastructure: The Megasense Scenario," in IEEE Network, vol. 35,
Journals
no. 6, pp. 247-254, November/December 2021, doi: 10.1109/MNET.111.2100093.
[J38] I. Afolabi, M. Bagaa, W. Boumezer and T. Taleb, "Toward a Real Deployment of Network Services Orchestration and Configuration Convergence Framework for 5G Network Slices," in IEEE Network, vol. 35, no. 1, pp. 242-250, January/February 2021, doi: 10.1109/MNET.011.2000146.
[J37] M. Bagaa, D. Dutra, T. Taleb and K. Samdanis “On SDN-driven Network Optimization and QoS aware Routing using Multiple Paths”, IEEE Trans. on Wireless Communication, (to appear).
[J36] M. Bagaa, T. Taleb, J. Bernabé, A. F. Skarmeta, “A Machine Learning Security Framework for Iot Systems,“ IEEE Access 8: 114066-114077 (2020). [PDF]
[J35] I. Afolabi, J. Prados, M. Bagaa, T. Taleb, P. Ameigeiras, “Dynamic Resource Provisioning of a Scalable E2E Network Slicing Orchestration System,” IEEE Transactions on Mobile Computing, 19(11): 2594-2608 (2020). 
[J34] A. Zarca, M. Bagaa, J. Bernabé, T. Taleb, A. F. Skarmeta: Semantic-Aware Security Orchestration in SDN/NFV-Enabled IoT Systems. Sensors 20(13): 3622 (2020). [PDF]
[J33] R. Addad, T. Taleb, H. Flinck, M. Bagaa, D. Dutra, “Network Slice Mobility in Next Generation Mobile Systems: Challenges and Potential Solutions,” IEEE Netw. 34(1): 84-93 (2020)
[J32] R. Addad, D. Dutra, M. Bagaa, T. Taleb, H. Flinck, “Fast Service Migration in 5G Trends and Scenarios. IEEE Netw. 34(2): 92-98 (2020)
[J31] O. Bekkouche, K. Samdanis, M. Bagaa, T. Taleb “A Service-Based Architecture for enabling UAV enhanced Network Services”, IEEE Network Magazine IEEE Netw. 34(4): 328-335 (2020).
[J30] A. Boudi, I. Farris, M. Bagaa, T. Taleb, “Assessing Lightweight Virtualization for Security-as-a-Service at the Network Edge”, IEICE Transactions 102-B (5): 970-977 (2019). [PDF]
[J29] N.H. Motlagh, M. Bagaa, and T. Taleb, “Energy and Delay Aware Task Assignment Mechanism for UAV-based IoT Platform”, in IEEE Internet of Things Journal, DOI 10.1109/JIOT.2019.2907873, Vol. 6, No. 4, Aug. 2019, pp. 6523-6536.
[J28] J. Prados, A. Laghrissi, M. Bagaa, T. Taleb and J. Lopez-Soler “A Complete LTE Mathematical Framework for the Network Slice Planning of the EPC”, IEEE Transaction on mobile computing,19(1): 1-14 (2020) 
[J27] I. Afolabi, J. Prados, M. Bagaa, T. Taleb and P. Ameigeiras “Dynamic Resource Provisioning of a Scalable E2E
Network Slicing Orchestration System”, IEEE Transaction on mobile computing, 19(11): 2594-2608 (2020). 
[J26] R. Addad, M. Bagaa, T. Taleb, D. Dutra and H. Flink “Optimization model for Cross-Domain Network Slices in 5G Networks”, IEEE Transaction on mobile computing, 19(5): 1156-1169 (2020). 
[J25] T. Taleb, I. Afolabi and M. Bagaa "Orchestrating 5G Network Slices to Support Industrial Internet and to Shape Next-Generation Smart Factories", IEEE Network Magazine, (to appear).
[J24] M. Bagaa, T. Taleb, A. Chelli and H. Hellaoui “Constraint Hubs Deployment for efficient Machine-Type-Communications”, in IEEE Trans. on Wireless Communication, 17(12): 7936-7951 (2018)
[J23] I. Afolabi, T. Taleb, P. Frangoudis, M. Bagaa and A. Ksentini "Network Slicing-based Customization of 5G Mobile Services", IEEE Communications Magazine, (to appear). 
[J22] B. Mada, M. Bagaa, T. Taleb ”Trust-Based Video Management Framework for Social Multimedia Networks”, IEEE Trans. Multimedia 21(3): 603-616 (2019)
[J21] M. Bagaa, T. Taleb, A. Ksentini and Hannu Flinck “Coalition Game for Efficient Virtual Evolved Packet Core in 5G Networks”, IEEE Journal on Selected Areas in Communications, vol. 36, no. 3, pp. 469-484, March 2018.
[J20] A. Laghrissi, T. Taleb and M. Bagaa “Conformal Mapping for Optimal Network Slice Planning based on Canonical Domains”, IEEE Journal on Selected Areas in Communications, vol. 36, no. 3, pp. 519-528, March 2018.
[J19] I. Benkacem, T. Taleb and M. Bagaa “Optimal VNFs placement in CDN Slicing over Multi-Cloud Environment”, IEEE Journal on Selected Areas in Communications, vol. 36, no. 3, pp. 616-627, March 2018.
[J18] H. Hellaoui, O. Bekkouche, M. Bagaa, and T. Taleb "Aerial Control System for Spectrum Efficiency in UAV to Cellular Communications", in IEEE Communications Magazine, to appear.
[J17] N. Motlagh, M. Bagaa and T. Taleb, "UAV-Based IoT Platform: A Crowd Surveillance Use Case," IEEE Communications Magazine, Feb. 2017, pp. 128 – 134.
[J16] D. Djenouri and M. Bagaa “Energy-Aware Constrained Relay Node Deployment for Sustainable Wireless Sensor Networks” IEEE Trans. on Control of Network Systems, 2017
[J15] C. Benzaid, M. Bagaa and M. Younis “Efficient Clock Synchronization for Clustered Wireless Sensor Networks”, Elsevier Adhoc Networks, 2017.
[J14] I. Afolabi, A. Ksentini, M. Bagaa, T. Taleb, M. Corici and A. Nakao "Towards 5G Network Slicing over Multiple-Domains," IEICE TRANS. Sepecial Selection on NW Softwarization, 2017. [PDF]
[J13] A. Nakao, P. Du, Y. Kiriha, F. Granelli, A. A. Gebremariam, T. Taleb and M. Bagaa “End-to-End Network Slicing for 5G Mobile Networks,” in J. Information Processing, vol. 25, No. 1, Jan. 2017.
[J12] M. Bagaa, T. Taleb and A. Ksentini "Efficient Tracking Area Management Framework for 5G Networks", IEEE Trans. on Wireless Communication, 2016.
[J11] M. Bagaa, A. Chelli, D. Djenouri, T. Taleb, I. Balasingham and K. Kansanen, “Optimal Placement of Relay Nodes Over Limited Positions in Wireless Sensor Networks”, in IEEE Trans. on Wireless Communications, vol. 5, No. 4, Aug. 2016, pp. 448 – 451. 
[J10] A. Chelli, M. Bagaa, D. Djenouri, I. Balasingham and T. Taleb “One-Step Approach for Two-Tiered Constrained Relay Node Placement in Wireless Sensor Networks”, IEEE Wireless Communication Letters, 2016. 
[J09] M. Kafi, J. Othman, A. Ouadjaout, M. Bagaa and N. Badache " REFIACC: Reliable, Efficient, Fair and Interference-Aware Congestion Control Protocol for Wireless Sensor Networks", Elsevier Computer Communications, 2016. [PDF]
[J08] D. Djenouri and M. Bagaa "Synchronization Protocols Implementation Issues in Wireless Sensor Networks: A Review " IEEE System, 2016.
[J07] M. Bagaa, M. Younis, D. Djenouri, A. Derhab and N. Badache "Distributed Low-Latency Data Aggregation Scheduling in Wireless Sensor Networks", in ACM Trans. on Sensor Network, vol. 11, pp 1-49, 2015.
[J06] M. Kafi, J. Othman, M. Bagaa and N. Badache "CCS WHMS: A Congestion Control Scheme for Wearable Health Management System", Journal of Medical Systems, 2015.
[J05] M. Bagaa, Yacine Challal, Adlen Ksentini, Abdelouahid Derhab and Nadjib Badache, “Data Aggregation Scheduling Algorithms in Wireless Sensor Networks: Solutions and Challenges”, IEEE Communications Surveys and Tutorials, vol 16, No 3, pp. 1339-1368, 2014.
[J04] M. Bagaa, M. Younis, A. Derhab and N. Badache “Intertwined path formation and MAC scheduling for fast delivery of aggregated data in WSN”, in Elsevier Computer Network, vol 75, pp 331-350, 2014.
[J03] M. Bagaa, M. Younis, A. Ksentini and N. Badache "Reliable Multi-channel Scheduling for timely dissemination of Aggregated data in Wireless Sensor Networks", in Elsevier J. Network and Computer Applications, vol 46, pp 293-304, 2014.
[J02] M. Bagaa, Y. Challal, A. Ouadjaout, N. Lasla and N. Badache "Efficient data aggregation with in-network integrity control for WSN", Elsevier Journal of Parallel and Distributed Computing, 72(10): 1157-1170, February 2012. 
[J01] Y. Challal, A. Ouadjaout, N. Lasla, M. Bagaa and Abdelkrim Hadjidj "Secure and efficient disjoint multipath construction for fault tolerant routing in wireless sensor networks", Elsevier J. Network and Computer Applications 34(4): 1380-1397, September 2011.

Conferences:

[C85]H. Merakchi, M. Bagaa, M. A. Ouameur, A. Ksentini, A. Sehad, "Federated Deep Reinforcement Learning-based task offloading system in edge computing environment", IEEE Globecom’23, 2023, Kuala Lumpur, Malaysia.
[C84] R. Laidi, D. Djenouri, M. Bagaa, L. Khelladi, Y. Djenouri, "Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVES", IEEE PIMRC 2023.
[C83] S. Boulkaboul, D. Djenouri, M. Bagaa,"DPFTT: Distributed Particle Filter for Target Tracking in the Internet of Things", IEEE PEMWN 2023.
[C82] K. Boutiba, M. Bagaa, A. Ksentini, "On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RAN", IEEE NOMS 2023.
[C81] B. Elallid, M. Bagaa and N. Benamar, “A Reinforcement Learning Based Approach for Controlling Autonomous Vehicles in Complex Scenarios”, IEEE IWCMC’23, 2023.
[C80] F. Mardi, M. Bagaa, Y. Hadjadj Aoul and N. Benamar, “Heuristic-Deep Q-Network-based Network Slicing in LoRaWAN”, IEEE ICC’23, 2023.
[C79] A. Kaci, S. Ait Chellouche , Y. Hadjadj-Aoul and M. Bagaa, “RAP-G: Reliability aware service placement using genetic algorithm for deep edge computing”, IEEE Consumer Communications & Networking Conference (CCNC)’23, 2023, United States of America (Rank: B)
[C78] K. Boutiba, M. Bagaa and A. Ksentini, “On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC services”, IEEE Globecom’22, 2022, Rio de Janeiro, Brazil.
[C77] F. Hasnaoui, L. Mihoubi, M. Pateraki, and M. Bagaa, “Relay-based network architectures for Collaborative Virtual Reality Applications”, IEEE Globecom’22, 2022, Rio de Janeiro, Brazil.
[C76] K. Boutiba, M. Bagaa, A. Ksentini, “Radio Resource Management in Multi-numerology 5G New Radio featuring Network Slicing“, IEEE ICC’22, 2022: 359-364.
[C75] S. Khelifa, L. Khelladi, M. Bagaa, Y. Hadjadj Aoul, “Semi-invertible Convolutional Neural Network for Overall Survival Prediction in Head and Neck Cancer”, IEEE ICC’22, 2022: 4649-4654.
[C74] F. Mardi, M. Bagaa, Y. Hadjadj Aoul and N. Benamar, “An Efficient Allocation System for Centralized Network Slicing in LoRaWan”, IEEE IWCMC’22, 2022: 806-811.
[C73] K. Boutiba, M. Bagaa, A. Ksentini, “On enabling 5G dynamic TDD by leveraging deep reinforcement learning and O-RAN: demo”, ACM MobiHoc’22, 2022: 287-288.
[C72] M. Bagaa, K. Boutiba, A. Ksentini, ”On using Deep Reinforcement Learning to dynamically derive 5G New Radio TDD pattern”, IEEE GLOBECOM’22, 2021: 1-6.
[C71] K. Boutiba, M. Bagaa, A. Ksentini, ”Radio Link Failure Prediction in 5G Networks”, IEEE GLOBECOM’21, 2021: 1-6 (Rank: B)
[C70] A. Nacef, M. Bagaa, Y. Aklouf, A. Kaci, Diego Dutra, A. Ksentini, ”Self-optimized network: When Machine Learning Meets Optimization”, IEEE GLOBECOM’21, 2021: 1-6.
[C69] N. Toumi, M. Bagaa, A. Ksentini, “On using Deep Reinforcement Learning for Multi-Domain SFC placement,“ IEEE GLOBECOM’21, 2021: 1-6 (Rank: B)
[C68] N. Toumi, M. Bagaa, A. Ksentini, “Hierarchical Multi-Agent Deep Reinforcement Learning for SFC Placement on Multiple Domains,” IEEE LCN’21 2021: 299-304.
[C67] M. Bagaa, T. Taleb, J. Bernabé, A. F. Skarmeta, “QoS and Resource aware Security Orchestration System,” IEEE GLOBECOM’20 2020: 1-6.
[C66] O. El Marai, M. Bagaa, T. Taleb, “Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers Scheme“, IEEE GLOBECOM’20 2020: 1-6.
[C65] H. Hellaoui, A. Chelli, M. Bagaa, and T. Taleb, “UAV Communication Strategies in the Next Generation of Mobile Networks”, IEEE IWCMC’20, Limassol, Cyprus, Jun. 2020.
[C64] J. Prados-Garzon, T. Taleb, and M. Bagaa, “LEARNET: Reinforcement Learning Based Flow Scheduling for Asynchronous Deterministic Networks,” IEEE ICC’20, Dublin, Ireland, Jun. 2020.
[C63] B. Mada, M. Bagaa, T. Taleb, and H. Flinck, “Latency-aware Service Placement and Live Migrations in 5G and Beyond Mobile Systems,” IEEE ICC’20, Dublin, Ireland, Jun. 2020.
[C62] H. Hellaoui, A. Chelli, M. Bagaa, and T. Taleb, “Efficient Steering Mechanism for Mobile Network-enabled UAVs”, IEEE Globecom’19, Hawaii, USA, Dec. 2019.
[C61] O. Bekkouche, M. Bagaa, and T. Taleb, “Toward a UTM-based Service Orchestration for UAVs in MEC-NFV Environment”, IEEE Globecom’19, Hawaii, USA, Dec. 2019.
[C60] O. El Marai, J. Prados-Garzon, M. Bagaa, and T. Taleb, “Ensuring High QoE for DASH-based Clients using Deterministic Network Calculus in SDN Networks”, IEEE Globecom’19, Hawaii, USA, Dec. 2019.
[C59] J. Prados-Garzon, T. Taleb, O. El Marai, and M. Bagaa, "Closed-Form Expression For The Resources Dimensioning of Softwarized Network Services", IEEE Globecom’19, Hawaii, USA, Dec. 2019.
[C58] R. A. Addad, D.L.C. Dutra, M. Bagaa, T. Taleb and H. Flinck, “Towards studying Service Function Chain Migration Patterns in 5G Networks and beyond”, IEEE Globecom’19, Hawaii, USA, Dec. 2019.
[C57] A. Laghrissi, T. Taleb, M. Bagaa and J. Prados-Garzon, “A Fuzzy Logic-based Mechanism for An Efficient Cloud Resource Planning,” IEEE WCNC 2019, Marrakech, Morocco, Apr. 2019.
[C56] H. Hellaoui, A. Chelli, M. Bagaa and T. Taleb, “Towards Efficient Control of Mobile Network-Enabled UAVs,” in Proc. IEEE WCNC 2019, Marrakech, Morocco, Apr. 2019.
[C55] O. Bekkouche, T. Taleb, M. Bagaa and K. Samdanis, “Edge Cloud Resource-aware Flight Planning for Unmanned Aerial Vehicles,” in Proc. IEEE WCNC 2019, Marrakech, Morocco, Apr. 2019.
[C54] I. Benkacem, M. Bagaa, T. Taleb, Q. Nguyen, T. Tsuda and T. Sato “Integrated ICN and CDN Slice as a Service”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C53] T. Taleb, M. Bagaa and A. Naas “Scheduled Communications in Next Generation Mobile Networks”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C52] O. Bekkouche, T. Taleb and M. Bagaa “UAVs Traffic Control based on Multi-Access Edge Computing”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C51] R. Addad, D. Dutra, M. Bagaa, T. Taleb, H. Flinck and M. Namane “Benchmarking the ONOS Intent interfaces to ease 5G service management”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C50] R. Addad, D. Dutra, T. Taleb, M. Bagaa and H. Flinck “MIRA!: A SDN-based Framework for Cross-Domain Fast Migration of Ultra-Low Latency 5G Services”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C49] R. Addad, T. Taleb, M. Bagaa, D. Dutra and H. Flinck “Towards Modeling Cross-Domain Network Slices for 5G”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C48] J. Prados, A. Laghrissi, M. Bagaa and T. Taleb “A Queuing based Dynamic Auto Scaling Algorithm for the LTE EPC Control Plane”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C47] H. Hellaoui, A. Chelli, M. Bagaa and T. Taleb “Towards Mitigating the Impact of UAVs on Cellular Communications”, IEEE Globecom, Abu Dhabi, UAE, 2018.
[C46] R. Addad, D. Dutra, M. Bagaa, T. Taleb and H. Flinck, “Towards A Fast Service Migration in 5G,” in Proc. IEEE CSCN, Paris, France, October. 2018.
[C45] A. Boudi, I. Farris, M. Bagaa, T. Taleb and Y. Khettab, “Assessing Lightweight Virtualization for Security-as-a-Service at the Network Edge,” in Proc. IEEE CSCN, Paris, France, October. 2018.
[C44] M. Bagaa, T. Taleb, A. Laghrissi, and A. Ksentini, “Efficient Virtual Evolved Packet Core Deployment Across Multiple Cloud Domains,” in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018.
[C43] A. Laghrissi, T. Taleb, and M. Bagaa, “Canonical domains for Optimal Network Slice Planning,” in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018.
[C42] Y. Khettab, M. Bagaa, D. Dutra, T. Taleb, and N. Toumi, “Virtual Security as a Service for 5G Verticals,” in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018.
[C41] I. Benkacem, T. Taleb, M. Bagaa, and H. Flinck, “Performance Benchmark of Transcoding as a Virtual Network Function in CDN as a Service Slicing,” in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018.
[C40] B. Mada, M. Bagaa, and T. Taleb, “Efficient transcoding and streaming mechanism in multiple cloud domains,” in Proc. IEEE Globecom, Singapore, Singapore, Dec. 2017.
[C39] D. Dutra, M. Bagaa, T. Taleb, and K. Samdanis, “Ensuring end-to-end QoS based on multi-paths routing using SDN technology,” in Proc. IEEE Globecom, Singapore, Singapore, Dec. 2017.
[C38] F.Z. Djiroun, M. Bagaa, and T. Taleb, “A Markov Decision Process-based Collision Avoidance in IoT Applications,” in Proc. IEEE Globecom, Singapore, Singapore, Dec. 2017.
[C37] A. Laghrissi, T. Taleb, M. Bagaa, and H. Flinck, “Towards Edge Slicing: VNF Placement Algorithms for a Dynamic & Realistic Edge Cloud Environment,” in Proc. IEEE Globecom, Singapore, Singapore, Dec. 2017.
[C36] N.H. Motlagh, M. Bagaa, T. Taleb, and J. Song, “Connection Steering Mechanism between Mobile Networks for reliable UAV's IoT Platform,” in Proc. IEEE ICC, Paris, France, May 2017.
[C35] I. Afolabi, M. Bagaa, T. Taleb, and H. Flinck, “End-to-End Network Slicing Enabled Through Network Function Virtualization,” in Proc. IEEE CSCN, Helsinki, Finland, Sep. 2017.
[C34] Z. Nadir, M. Bagaa, and T. Taleb, “Cost aware Caching and Streaming Scheduling for Efficient Cloud based TV,” in Proc. IEEE ICC, Paris, France, May 2017.
[C33] L. Koskimies, T. Taleb, and M. Bagaa “QoE estimation-based server benchmarking for virtual video delivery platform,” in Proc. IEEE ICC, Paris, France, May 2017.
[C32] Farris, T. Taleb, M. Bagaa, and H. Flinck, “Optimizing Service Replication for Mobile Delay-sensitive Applications in 5G Edge Network,” in Proc. IEEE ICC, Paris, France, May 2017.
[C31] S. Retal, M. Bagaa, T. Taleb, and H. Flinck, “Content Delivery Network Slicing: QoE and Cost Awareness,” in Proc. IEEE ICC, Paris, France, May 2017.
[C30] A. Ksentini, M. Bagaa and T. Taleb “On using SDN in 5G: the controller placement problem”, IEEE Globecom, Washington, DC, USA, 2016.
[C29] N. Motlagh, M. Bagaa and T. Taleb "UAV Selection for a UAV-based Integrative IoT Platform", IEEE Globecom, Washington, DC, USA, 2016.
[C28] B. Ahmad, T. Taleb, A. Vajdad and M. Bagaa " Dynamic Cloud Resource Scheduling in Virtualized 5G Mobile Systems", IEEE Globecom, Washington, DC, USA, 2016.
[C27] D. Djenouri and M. Bagaa "Energy Harvesting Aware Minimum Spanning Tree for Survivable WSN with Minimum Relay Node Addition", IEEE Globecom, Workshops: Wireless
Energy Harvesting Communication Networks, Washington, Washington, DC, USA, 2016.
[C26] M. Bagaa, A. Ksentini, T. Taleb, R. Jäntti, A. Chelli and I. Balasingham "An efficient D2D-based strategies for Machine Type Communications in 5G mobile systems". IEEE WCNC, Doha, Qatar, Malaysia, 2016.
[C25] B. Er-rahmadi, M. Bagaa, A. Ksentini and D. Meddour “Cost-Efficient Data Aggregation Schemes for Small Cell Networks”, IEEE IWCMC, Paphos, Cyprus, 2016.
[C24] A. Ksentini, M. Bagaa and T. Taleb "On using bargaining game for Optimal Placement of SDN controllers", IEEE ICC, Kuala Lumpur, Malaysia, 2016.
[C23] M. Bagaa, M. Younis and I. Balasingham "Optimal Strategies for Data Aggregation Scheduling in Wireless Sensor Networks", IEEE Globecom, SAN DIEGO, CA, USA, 2015.
[C22] M. Bagaa, M. Younis and I. Balasingham “Data aggregation tree construction strategies for increasing network lifetime in EH-WSN”, IEEE Globecom, SAN DIEGO, CA, USA, 2015.
[C21] M. Bagaa, T. Taleb and A. Ksentini "Efficient Tracking Area Management in Carrier Cloud", IEEE Globecom, SAN DIEGO, CA, USA, 2015.
[C20] T. Taleb, M. Bagaa and A. Ksentini “User Mobility-Aware Virtual Network Function Placement for Virtual 5G Network Infrastructure”, IEEE ICC, London, UK Jun. 2015.
[C19] D. Djenouri and M. Bagaa, “Energy Harvesting Aware Relay Node Addition for Power-Efficient Coverage in Wireless Sensor Networks”, IEEE ICC, London, UK, June 2015.
[C18] D. Djenouri and M. Bagaa “A Variant of Connected Dominating Set for Application in Communication Networks”, IEEE EIT, May 2015.
[C17] M. Yagouni, Z. Mobasti, M. Bagaa and H. Djaoui "Contribution to the optimization of data aggregation scheduling in wireless sensor networks", Springer MCO, Metz, France, May 2015.
[C16] A. Ouadjaout, N. Lasla, M. Bagaa, M. Doudou, C. Zizoua, M. Kafi, A. Derhab, D. Djenouri and N. Badache "DZ50: Energy-Efficient Wireless Sensor Mote Platform for Low Data Rate Applications", Elsevier EUSPN, September, 2014. [PDF]
[C15] N. Lasla, A. Derhab, A. Ouadjaout, M. Bagaa and Y. Challal, “SMART: Secure Multi-pAths Routing for wireless sensor neTworks” AdHocNow, LNCS 8487, pp. 332-345, Springer Verlags June 2014.
[C14] M. Kafi, D. Djenouri, J. Othman, A. Ouadjaout, M. Bagaa, N. Lasla and N. Badache “Interference-Aware Congestion Control Protocol for Wireless Sensor Networks”, Elsevier EUSPN, September 2014.
[C13] A. Ouadjaout, N. Lasla, M. Bagaa and Nadjib Badache, “Poster Abstract: Static Analysis of Device Drivers in TinyOS”, IEEE/ACM IPSN, April 2014.
[C12] D. Djenouri and M. Bagaa “Implementation of High Precision Synchronization Protocols in Wireless Sensor Networks”, IEEE WOCC, May 2014.
[C11] W. Lalouani, M. Younis and M. Bagaa “Effective Handling of Spreading Events Using Wireless Sensor and Actuator Networks”, IEEE IWCMC, August 2014.
[C10] C. Benzaid, M. Bagaa and M. Younis “An Efficient Clock Synchronization Protocol for Wireless Sensor Networks”, IEEE IWCMC, August 2014.
[C09] M. Bagaa, T. Taleb and A. Ksentini “Service-Aware Network Function Placement for Efficient Traffic Handling in Carrier Cloud”, IEEE WCNC, April 2014.
[C08] M. Bagaa, M. Younis, D. Djenouri and N. Badache “Intertwined Medium Access Scheduling of Upstream and Downstream Traffic in Wireless Sensor Networks”, IEEE WCNC, April 2014.
[C07] M. Bagaa, M. Younis, A. Ksentini and N. Badache “Multi-Path Multi-Channel Data Aggregation Scheduling in Wireless Sensor Networks”, IEEE/IFIP Wireless Days, November 2013.
[C06] M. Bagaa, M. Younis and N. Badache “Efficient Data Aggregation Scheduling in Wireless Sensor Networks with Multi-Channel Links”, ACM/IEEE MSWIM, November 2013.
[C05] M. Bagaa, M. Younis, A. Ouadjaout and N. Badache "Efficient Multi-Path Data Aggregation Scheduling in Wireless Sensor Networks", IEEE ICC, June 2013.
[C04] M. Bagaa, A. Derhab, N. Lasla, A. Ouadjaout and N. Badache “Semi-Structured and Unstructured Data Aggregation Scheduling in Wireless Sensor Networks”, IEEE INFOCOM, March, 2012.
[C03] N. Lasla, A. Derhab, A. Ouadjaout, M. Bagaa, A. Ksentini and N. Badache "Half-Symmetric Lens based localization algorithm for wireless sensor networks", IEEE LCN 2012.
[C02] A. Ouadjaout, Y. Challal, N. Lasla and M. Bagaa “SEIF: Secure and Efficient Intrusion-Fault tolerant routing protocol for wireless sensor networks”, IEEE ARES, March 2008.
[C01] M. Bagaa, N. Lasla, A. Ouadjaout and Y. Challal “SEDAN: Secure and Efficient protocol for Data Aggregation in wireless sensor Networks”, 32nd IEEE LCN, 2007.

Book chapters:

• Key Innovations in ANASTACIA: Advanced Networked Agents for Security and Trust Assessment in CPS/IOT Architectures, Challenges in Cybersecurity and Privacy - the European Research Landscape, 2019.
• Information Security in Wireless Sensor Networks, Encyclopedia on Ad Hoc and Ubiquitous Computing, ed.: Agrawal Dharma P., and Xie Bin., pp. 427-472, World Scientific, 2009. [PDF]

• Aalto University, Finland.
• EURECOM , France.
• Rennes University, France.

• M. Bagaa, T. Taleb, A. Laghrissi, and A. Ksentini, “Efficient Virtual Evolved Packet Core Deployment Across Multiple Cloud Domains”, is selected as best paper award in Proc. IEEE WCNC, Barcelona, Spain, Apr. 2018.
• M. Bagaa, M. Younis, A. Ksentini sand N. Badache "Multi-Path Multi-Channel Data Aggregation Scheduling in WirelessSensor Networks" Short listed for best paper awards in the wireless Days 2013 conference (amongst top 5 papers out of 184 papers).
• M. Kafi, D. Djenouri, J. Othman, A. Ouadjaout, M. Bagaa, N. Lasla and N. Badache "Interference-Aware Congestion Control Protocol for Wireless Sensor Networks", is selected as best paper award in Elsevier EUSPN, September 2014.