Publications
A list of selected publications.
2024
- Split Federated Learning for 6G Enabled-Networks: Requirements, Challenges and Future DirectionsIEEE Access, 2024
- Case study of WebAssembly Runtimes for AI Applications on the EdgeIn 2024 Global Information Infrastructure and Networking Symposium (GIIS) , 2024
2023
- Machine Learning for Service Migration: A SurveyIEEE Communications Surveys & Tutorials, 2023
- Optimal radio resource management in 5G NR featuring network slicingComputer Networks, 2023
- On Supporting Multi-Services in UAV-Enabled Aerial Communication for the Internet of ThingsIEEE Internet of Things Journal, 2023
- A reinforcement learning based approach for controlling autonomous vehicles in complex scenariosIn 2023 International Wireless Communications and Mobile Computing (IWCMC) , 2023
- Energy efficient resource allocation for re-configurable intelligent surface-assisted wireless networksEURASIP Journal on Wireless Communications and Networking, 2023
- Generating Event Sensor Readings Using Spatial Correlations and a Graph Sensor Adversarial Model for Energy Saving in IoT: GSAVESIn 2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC) , 2023
- Multi-Agent Deep Reinforcement Learning to enable dynamic TDD in a multi-cell environmentIEEE Transactions on Mobile Computing, 2023
- DPFTT: Distributed Particle Filter for Target Tracking in the Internet of ThingsIn 2023 12th IFIP/IEEE International Conference on Performance Evaluation and Modeling in Wired and Wireless Networks (PEMWN) , 2023
- Federated Deep Reinforcement Learning-Based Task Offloading System in Edge Computing EnvironmentIn GLOBECOM 2023-2023 IEEE Global Communications Conference , 2023
- On enabling 5G Dynamic TDD by leveraging Deep Reinforcement Learning and O-RANIn NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium , 2023
- RAP-G: Reliability-aware service placement using genetic algorithm for deep edge computingIn 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC) , 2023
- Heuristic-Deep Q-Network-based Network Slicing in LoRaWANIn ICC 2023-IEEE International Conference on Communications , 2023
- Energy Efficient RIS-enabled SISO-OFDMA Communication via Lower Bound OptimizationAuthorea Preprints, 2023
2022
- Toward enabling network slice mobility to support 6G systemIEEE Transactions on Wireless Communications, 2022
- Radio resource management in multi-numerology 5G new radio featuring network slicingIn ICC 2022-IEEE International Conference on Communications , 2022
- On using Deep Reinforcement Learning to reduce Uplink Latency for uRLLC servicesIn GLOBECOM 2022-2022 IEEE Global Communications Conference , 2022
- An efficient allocation system for centralized network slicing in lorawanIn 2022 International Wireless Communications and Mobile Computing (IWCMC) , 2022
- Retracted on November 1, 2022: On enabling 5G dynamic TDD by leveraging deep reinforcement learning and O-RANIn Proceedings of the Twenty-Third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing , 2022
- Relay-based Network Architectures for Collaborative Virtual Reality ApplicationsIn GLOBECOM 2022-2022 IEEE Global Communications Conference , 2022
- Key Innovations in ANASTACIA: Advanced Networked Agents for Security and Trust Assessment in CPS/IOT ArchitecturesIn Challenges in Cybersecurity and Privacy-the European Research Landscape , 2022
- A Queuing based Dynamic Auto Scaling Algorithm for the LTE EPC Control PlanearXiv preprint arXiv:2201.00575, 2022
- Semi-invertible Convolutional Neural Network for Overall Survival Prediction in Head and Neck CancerIn ICC 2022-IEEE International Conference on Communications , 2022
2021
- Deep-reinforcement-learning-based collision avoidance in uav environmentIEEE Internet of Things Journal, 2021
- AI-based resource management in beyond 5G cloud native environmentIEEE Network, 2021
- Immersive services over 5G and beyond mobile systemsIEEE Network, 2021
- Optimization of flow allocation in asynchronous deterministic 5G transport networks by leveraging data analyticsIEEE Transactions on Mobile Computing, 2021
- mMTC deployment over sliceable infrastructure: The Megasense scenarioIEEE Network, 2021
- Collaborative cross system AI: Toward 5G system and beyondIEEE Network, 2021
- Radio link failure prediction in 5G networksIn 2021 IEEE Global Communications Conference (GLOBECOM) , 2021
- Hierarchical multi-agent deep reinforcement learning for SFC placement on multiple domainsIn 2021 IEEE 46th Conference on Local Computer Networks (LCN) , 2021
- On using deep reinforcement learning for multi-domain SFC placementIn 2021 IEEE Global Communications Conference (GLOBECOM) , 2021
- Symmetry-aware sfc framework for 5g networksIEEE Network, 2021
- On using Deep Reinforcement Learning to dynamically derive 5G New Radio TDD patternIn 2021 IEEE Global Communications Conference (GLOBECOM) , 2021
- Self-optimized network: When Machine Learning Meets OptimizationIn 2021 IEEE Global Communications Conference (GLOBECOM) , 2021
- Anomaly Detection/Prediction for the Internet of Things: State of the Art and the FutureIEEE NETWORK, 2021
- Collaborative Cross System AI2021
- mMTC Deployment over Sliceable Infrastructure2021
2020
- A machine learning security framework for iot systemsIEEE Access, 2020
- Network slice mobility in next generation mobile systems: Challenges and potential solutionsIEEE Network, 2020
- A service-based architecture for enabling UAV enhanced network servicesIEEE Network, 2020
- Fast service migration in 5G trends and scenariosIEEE Network, 2020
- On SDN-driven network optimization and QoS aware routing using multiple pathsIEEE Transactions on Wireless Communications, 2020
- LEARNET: Reinforcement learning based flow scheduling for asynchronous deterministic networksIn ICC 2020-2020 IEEE International Conference on Communications (ICC) , 2020
- Semantic-aware security orchestration in SDN/NFV-enabled IoT systemsSensors, 2020
- QoS and resource-aware security orchestration and life cycle managementIEEE Transactions on Mobile Computing, 2020
- Joint sub-carrier and power allocation for efficient communication of cellular UAVsIEEE Transactions on Wireless Communications, 2020
- Toward a real deployment of network services orchestration and configuration convergence framework for 5G network slicesIEEE Network, 2020
- Latency-aware service placement and live migrations in 5g and beyond mobile systemsIn ICC 2020-2020 IEEE International Conference on Communications (ICC) , 2020
- UAV communication strategies in the next generation of mobile networksIn 2020 International Wireless Communications and Mobile Computing (IWCMC) , 2020
- Coalition Game-based Approach for Improving the QoE of DASH-based Streaming in Multi-servers SchemeIn GLOBECOM 2020-2020 IEEE Global Communications Conference , 2020
- QoS and Resource aware Security Orchestration SystemIn GLOBECOM 2020-2020 IEEE Global Communications Conference , 2020
2019
- Energy and delay aware task assignment mechanism for UAV-based IoT platformIEEE internet of things journal, 2019
- Orchestrating 5G network slices to support industrial internet and to shape next-generation smart factoriesIeee Network, 2019
- Optimization model for cross-domain network slices in 5G networksIEEE Transactions on Mobile Computing, 2019
- Network slicing-based customization of 5G mobile servicesIEEE Network, 2019
- Dynamic resource provisioning of a scalable E2E network slicing orchestration systemIEEE Transactions on Mobile Computing, 2019
- Assessing lightweight virtualization for security-as-a-service at the network edgeIEICE Transactions on Communications, 2019
- A complete LTE mathematical framework for the network slice planning of the EPCIEEE Transactions on Mobile Computing, 2019
- Toward a UTM-based service orchestration for UAVs in MEC-NFV environmentIn 2019 IEEE Global Communications Conference (GLOBECOM) , 2019
- Edge cloud resource-aware flight planning for unmanned aerial vehiclesIn 2019 IEEE Wireless Communications and Networking Conference (WCNC) , 2019
- Towards studying service function chain migration patterns in 5G networks and beyondIn 2019 IEEE Global Communications Conference (GLOBECOM) , 2019
- Efficient steering mechanism for mobile network-enabled uavsIn 2019 IEEE Global Communications Conference (GLOBECOM) , 2019
- Trust-based video management framework for social multimedia networksIEEE Transactions on Multimedia, 2019
- Towards efficient control of mobile network-enabled UAVsIn 2019 IEEE Wireless Communications and Networking Conference (WCNC) , 2019
- Closed-form expression for the resources dimensioning of softwarized network servicesIn 2019 IEEE Global Communications Conference (GLOBECOM) , 2019
- Ensuring high QoE for DASH-based clients using deterministic network calculus in SDN networksIn 2019 IEEE Global Communications Conference (GLOBECOM) , 2019
- A fuzzy logic-based mechanism for an efficient cloud resource planningIn 2019 IEEE Wireless Communications and Networking Conference (WCNC) , 2019
- Final Security Enforcement Manager ReportAnastacia H2020 European Project Deliverable D, 2019
2018
- Optimal VNFs placement in CDN slicing over multi-cloud environmentIEEE Journal on Selected Areas in Communications, 2018
- Coalitional game for the creation of efficient virtual core network slices in 5G mobile systemsIEEE Journal on Selected Areas in Communications, 2018
- Aerial control system for spectrum efficiency in UAV-to-cellular communicationsIEEE Communications Magazine, 2018
- Virtual security as a service for 5G verticalsIn 2018 IEEE Wireless Communications and Networking Conference (WCNC) , 2018
- UAVs traffic control based on multi-access edge computingIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- Conformal mapping for optimal network slice planning based on canonical domainsIEEE Journal on Selected Areas in Communications, 2018
- Towards a fast service migration in 5GIn 2018 IEEE conference on standards for communications and networking (CSCN) , 2018
- Towards modeling cross-domain network slices for 5GIn 2018 IEEE Global communications conference (GLOBECOM) , 2018
- Efficient virtual evolved packet core deployment across multiple cloud domainsIn 2018 IEEE Wireless Communications and Networking Conference (WCNC) , 2018
- Benchmarking the onos intent interfaces to ease 5g service managementIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- Towards mitigating the impact of uavs on cellular communicationsIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- Performance benchmark of transcoding as a virtual network function in CDN as a service slicingIn 2018 IEEE Wireless Communications and Networking Conference (WCNC) , 2018
- Integrated ICN and CDN Slice as a ServiceIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- MIRA!: An SDN-based framework for cross-domain fast migration of ultra-low latency 5G servicesIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- A queuing based dynamic auto scaling algorithm for the LTE EPC control planeIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
- Lightweight virtualization based security framework for network edgeIn 2018 IEEE Conference on Standards for Communications and Networking, CSCN 2018 , 2018
- Canonical domains for optimal network slice planningIn 2018 IEEE Wireless Communications and Networking Conference (WCNC) , 2018
- Constraint hubs deployment for efficient machine-type communicationsIEEE Transactions on Wireless Communications, 2018
- Scheduled Communications in Next Generationmobile NetworksIn 2018 IEEE Global Communications Conference (GLOBECOM) , 2018
2017
- UAV-based IoT platform: A crowd surveillance use caseIEEE Communications Magazine, 2017
- Towards edge slicing: VNF placement algorithms for a dynamic & realistic edge cloud environmentIn GLOBECOM 2017-2017 IEEE Global Communications Conference , 2017
- Optimizing service replication for mobile delay-sensitive applications in 5G edge networkIn 2017 IEEE International Conference on Communications (ICC) , 2017
- Ensuring end-to-end QoS based on multi-paths routing using SDN technologyIn GLOBECOM 2017-2017 IEEE Global Communications Conference , 2017
- Energy-aware constrained relay node deployment for sustainable wireless sensor networksIEEE Transactions on Sustainable Computing, 2017
- Content delivery network slicing: QoE and cost awarenessIn 2017 IEEE international conference on communications (ICC) , 2017
- Towards 5G network slicing over multiple-domainsIEICE Transactions on Communications, 2017
- Optimal placement of relay nodes over limited positions in wireless sensor networksIEEE Transactions on Wireless Communications, 2017
- End-to-end network slicing enabled through network function virtualizationIn 2017 IEEE Conference on Standards for Communications and Networking (CSCN) , 2017
- Efficient clock synchronization for clustered wireless sensor networksAd Hoc Networks, 2017
- Connection steering mechanism between mobile networks for reliable uav’s iot platformIn 2017 IEEE International Conference on Communications (ICC) , 2017
- QoE estimation-based server benchmarking for virtual video delivery platformIn 2017 IEEE International Conference on Communications (ICC) , 2017
- Efficient transcoding and streaming mechanism in multiple cloud domainsIn GLOBECOM 2017-2017 IEEE Global Communications Conference , 2017
- Cost aware caching and streaming scheduling for efficient cloud based TVIn 2017 IEEE International Conference on Communications (ICC) , 2017
- A Markov decision process-based collision avoidance in IoT applicationsIn GLOBECOM 2017-2017 IEEE Global Communications Conference , 2017
- A Markov Decision Process-Based Collision Avoidance in IoT ApplicationsIn GLOBECOM 2017 - 2017 IEEE Global Communications Conference , 2017
- REFIACCComputer Communications, 2017
2016
- On using bargaining game for optimal placement of SDN controllersIn 2016 IEEE International Conference on Communications (ICC) , 2016
- On using SDN in 5G: The controller placement problemIn 2016 IEEE Global Communications Conference (GLOBECOM) , 2016
- UAV selection for a UAV-based integrative IoT platformIn 2016 IEEE Global Communications Conference (GLOBECOM) , 2016
- One-step approach for two-tiered constrained relay node placement in wireless sensor networksIEEE Wireless Communications Letters, 2016
- Dynamic cloud resource scheduling in virtualized 5g mobile systemsIn 2016 IEEE Global Communications Conference (GLOBECOM) , 2016
- Efficient tracking area management framework for 5G networksIEEE Transactions on Wireless Communications, 2016
- An efficient D2D-based strategies for machine type communications in 5G mobile systemsIn 2016 IEEE Wireless Communications and Networking Conference , 2016
- Energy harvesting aware minimum spanning tree for survivable WSN with minimum relay node additionIn 2016 IEEE Globecom Workshops (GC Wkshps) , 2016
- REFIACC: Reliable, efficient, fair and interference-aware congestion control protocol for wireless sensor networksElsevier Jour. on Comp Communications, 2016
- Cost-efficient data aggregation schemes for Small Cell NetworksIn 2016 International Wireless Communications and Mobile Computing Conference (IWCMC) , 2016
2015
- User mobility-aware virtual network function placement for virtual 5G network infrastructureIn 2015 IEEE international conference on communications (ICC) , 2015
- Distributed low-latency data aggregation scheduling in wireless sensor networksACM Transactions on Sensor Networks (TOSN), 2015
- Energy harvesting aware relay node addition for power-efficient coverage in wireless sensor networksIn 2015 IEEE International Conference on Communications (ICC) , 2015
- Efficient tracking area management in carrier cloudIn 2015 IEEE Global Communications Conference (GLOBECOM) , 2015
- Data aggregation tree construction strategies for increasing network lifetime in EH-WSNIn 2015 IEEE Global Communications Conference (GLOBECOM) , 2015
- Optimal strategies for data aggregation scheduling in wireless sensor networksIn 2015 IEEE global communications conference (GLOBECOM) , 2015
- CCS_WHMS: a congestion control scheme for wearable health management systemJournal of medical systems, 2015
- Contribution to the optimization of data aggregation scheduling in wireless sensor networksIn Modelling, Computation and Optimization in Information Systems and Management Sciences: Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences-MCO 2015-Part II , 2015
- A Variant of Connected Dominating Set for Application in Communication Networks2015
- A Variant of Connected Dominating Set for Application in Communication Networks2015
- User Mobility-Aware Virtual Network Function Placement for Virtual Mobile Network InfrastructureIn IEEE ICC 2015 , 2015
- A variant of connected dominating set in unit disk graphs for applications in communication networksIn 2015 IEEE International Conference on Electro/Information Technology (EIT) , 2015
2014
- Synchronization protocols and implementation issues in wireless sensor networks: A reviewIEEE Systems Journal, 2014
- Data aggregation scheduling algorithms in wireless sensor networks: Solutions and challengesIEEE Communications Surveys & Tutorials, 2014
- Service-aware network function placement for efficient traffic handling in carrier cloudIn 2014 IEEE Wireless Communications and Networking Conference (WCNC) , 2014
- Interference-aware congestion control protocol for wireless sensor networksProcedia Computer Science, 2014
- Dz50: Energy-efficient wireless sensor mote platform for low data rate applicationsProcedia Computer Science, 2014
- Reliable multi-channel scheduling for timely dissemination of aggregated data in wireless sensor networksJournal of network and computer applications, 2014
- SMART: Secure Multi-pAths Routing for wireless sensor neTworksIn Ad-hoc, Mobile, and Wireless Networks: 13th International Conference, ADHOC-NOW 2014, Benidorm, Spain, June 22-27, 2014 Proceedings 13 , 2014
- An efficient clock synchronization protocol for wireless sensor networksIn 2014 International Wireless Communications and Mobile Computing Conference (IWCMC) , 2014
- Implementation of high precision synchronization protocols in wireless sensor networksIn 2014 23rd Wireless and Optical Communication Conference (WOCC) , 2014
- Intertwined path formation and MAC scheduling for fast delivery of aggregated data in WSNComputer Networks, 2014
- Static analysis of device drivers in TinyOSIn IPSN-14 Proceedings of the 13th International Symposium on Information Processing in Sensor Networks , 2014
- Effective handling of spreading events using wireless sensor and actuator networksIn 2014 International Wireless Communications and Mobile Computing Conference (IWCMC) , 2014
- Implementation of High Precision Synchronization Protocols in Wireless Sensor Networks2014
- SMART: Secure Multi-pAths Routing for wireless sensor neTworks2014
- Static Analysis of Device Drivers in TinyOS2014
- Intertwined medium access scheduling of upstream and downstream traffic in wireless sensor networksIn 2014 IEEE Wireless Communications and Networking Conference (WCNC) , 2014
- Efficient data aggregation management in WSN2014
2013
- Efficient multi-path data aggregation scheduling in wireless sensor networksIn 2013 IEEE international conference on Communications (ICC) , 2013
- Efficient data aggregation scheduling in wireless sensor networks with multi-channel linksIn Proceedings of the 16th ACM international conference on Modeling, analysis & simulation of wireless and mobile systems , 2013
- Multi-path multi-channel data aggregation scheduling in wireless sensor networksIn 2013 IFIP Wireless Days (WD) , 2013
2012
- Semi-structured and unstructured data aggregation scheduling in wireless sensor networksIn 2012 Proceedings IEEE INFOCOM , 2012
- Efficient data aggregation with in-network integrity control for WSNJournal of Parallel and Distributed Computing, 2012
- Half-Symmetric Lens based localization algorithm for wireless sensor networksIn 37th Annual IEEE Conference on Local Computer Networks , 2012
2011
- OD2AS: Optimal Distributed Data Aggregation Scheduling in wireless sensor network2011
- Point In half symmetric LEns: A new range-free localization protocol for wireless sensor networks2011
2010
- Information Security in Wireless Sensor NetworksIn Encyclopedia on Ad Hoc and Ubiquitous Computing: Theory and Design of Wireless Ad Hoc, Sensor, and Mesh Networks , 2010
2009
- Information Security in Wireless Sensor NetworksIn Encyclopedia On Ad Hoc And Ubiquitous Computing , 2009
2008
- SEIF: secure and efficient intrusion-fault tolerant routing protocol for wireless sensor networksIn 2008 Third International Conference on Availability, Reliability and Security , 2008
- La sécurité de l’agrégation dans les réseaux de capteurs sans filAlger , 2008
2007
- Sedan: Secure and efficient protocol for data aggregation in wireless sensor networksIn 32nd IEEE Conference on Local Computer Networks (LCN 2007) , 2007