publications (2020-present)
Our research in print.
Explore the work of our members and their collaborators.
DOI links open the publisher’s page. Where available, PDF links open an accessible full text or preprint.
2026
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Journal paper
Bridging the sim-to-real gap in RF localization with large-scale synthetic pretraining
Inf. Fusion 130 · 104104 · 2026
https://doi.org/10.1016/j.inffus.2025.104104 -
Journal paper
Design and implementation of a platform for stateful agents at the edge
Pervasive Mob. Comput. 117 · 102175 · 2026
https://doi.org/10.1016/j.pmcj.2026.102175 -
Journal paper
Designing a Pan-African Research Infrastructure for Digital Sciences: DIGITAfrica Vision, Blueprint Methodology, and Roadmap
EPJ Res. Infrastructures 10(1) · 27 · 2026
https://doi.org/10.1007/s41781-026-00184-5 -
Journal paper
Dynamic workload balancing in decentralized edge systems: A marginal cost approach
Future Gener. Comput. Syst. 176 · 108167 · 2026
https://doi.org/10.1016/j.future.2025.108167 -
Journal paper
Fusion of pervasive RF data with spatial images via vision transformers for enhanced mapping in smart cities
Pervasive Mob. Comput. 123 · 102261 · 2026
https://doi.org/10.1016/j.pmcj.2026.102261 -
Journal paper
Intelligent Self-Optimization for Edge and IoT Storage Platforms
IEEE Access 14 · 120403-120420 · 2026
https://doi.org/10.1109/ACCESS.2026.3720994 -
Conference / workshop paper
A Communication Cost Model for Federated Mask-Voting
ICDCS (Workshops) · 256-261 · 2026
https://doi.org/10.1109/ICDCSW72724.2026.00058 -
Conference / workshop paper
Gait-Diverse Avatar Selection for Synthetic Crowds in the Metaverse
COMPSAC · 1050-1059 · 2026
https://doi.org/10.1109/COMPSAC69091.2026.00143 -
Conference / workshop paper
Measurement-Driven O-RAN Diagnostics with Tail Latency and Scheduler Indicators
ICCSPA · 1-6 · 2026
https://doi.org/10.1109/ICCSPA69228.2026.11600855 -
Conference / workshop paper
On the Limitations of Ray-Tracing for Learning-Based RF Tasks in Urban Environments
WCNC · 1-6 · 2026
https://doi.org/10.1109/WCNC65185.2026.11555460 -
Conference / workshop paper
Traffic Steering and Service Placement for Metaverse Social Applications in 5G Backhaul Networks
WoWMoM · 76-85 · 2026
https://doi.org/10.1109/WoWMoM69805.2026.00020
2025
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Journal paper
Deep learning with synthetic data for wireless NLOS positioning with a single base station
Ad Hoc Networks 167 · 103696 · 2025
https://doi.org/10.1016/j.adhoc.2024.103696 -
Journal paper
Measure-X: A Platform for Collecting Network and Energy Metrics in 5G-Based IoT Applications
IEEE Access · 155520-155531 · 2025
https://doi.org/10.1109/ACCESS.2025.3606153 -
Journal paper
Scalable Generation of Synthetic IoT Network Datasets: A Case Study with Cooja
Future Internet 17(11) · 518 · 2025
https://doi.org/10.3390/fi17110518 -
Journal paper
The Cost of Insularity on Network Latency: A Case Study in the Mediterranean
Internet Technol. Lett. · 2025
https://doi.org/10.1002/itl2.70084 -
Conference / workshop paper
A Decentralized Strategy for Unweighted Minimum Vertex Cover
SAC · 325-328 · 2025
https://doi.org/10.1145/3672608.3707737 -
Conference / workshop paper
A Parallel and Distributed Rust Library for Core Decomposition on Large Graphs
IEEE Big Data · 4673-4682 · 2025
https://doi.org/10.1109/BigData66926.2025.11402436 -
Conference / workshop paper
Avatar-Centric Gait Authentication Framework for Secure Metaverse
ISCC · 1-6 · 2025
https://doi.org/10.1109/ISCC65549.2025.11326103 -
Conference / workshop paper
Decentralized and Self-adaptive Core Maintenance on Temporal Graphs
ASONAM (1) · 346-361 · 2025
https://doi.org/10.1007/978-3-032-13513-1_28 -
Conference / workshop paper
Game-Theoretic Reinforcement Learning for Task Optimization Under Time-Sensitive Constraints
CLOUD · 454-456 · 2025
https://doi.org/10.1109/CLOUD67622.2025.00055 -
Conference / workshop paper
Rusty-Cracker: A Multi-core Connected Components Library in Rust
HPDC · 48:1-48:5 · 2025
https://doi.org/10.1145/3731545.3744334 -
Conference / workshop paper
Service Placement for Metaverse Social Applications in 5G Networks
MSWiM · 787-790 · 2025
https://doi.org/10.1109/MSWiM67937.2025.11308967 -
Conference / workshop paper
SliceMon: Slice-aware SLA Monitoring in the Data Plane Using Ensemble Learning and In-band Network Telemetry
MASCOTS · 1-8 · 2025
https://doi.org/10.1109/MASCOTS67699.2025.11283332 -
Conference / workshop paper
SPARE: Self-adaptive Platform for Allocating Resources in Emergencies for Urgent Edge Computing
PDP · 137-145 · 2025
https://doi.org/10.1109/PDP66500.2025.00027 -
Conference / workshop paper
Toward Hybrid COTS-based LiFi/WiFi Networks with QoS Requirements in Mobile Environments
MSWiM · 183-190 · 2025
https://doi.org/10.1109/MSWiM67937.2025.11309163 -
Conference / workshop paper
U-Net for Indoor Pathloss Prediction from Sparse Measurements with Physics-Based Features
MLSP · 1-6 · 2025
https://doi.org/10.1109/MLSP62443.2025.11204276
2024
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Journal paper
A Fluid Model for Mobile Data Offloading Based on Device-to-Device Communications with Time Constraints
Future Internet 17(1) · 6 · 2024
https://doi.org/10.3390/fi17010006 -
Journal paper
Decentralized Replica Management in Latency-Bound Edge Environments for Resource Usage Minimization
IEEE Access 12 · 19229-19249 · 2024
https://doi.org/10.1109/ACCESS.2024.3359749 -
Journal paper
Efficient topic partitioning of Apache Kafka for high-reliability real-time data streaming applications
Future Gener. Comput. Syst. 154 · 173-188 · 2024
https://doi.org/10.1016/j.future.2023.12.028 -
Journal paper
Energy consumption of smartphones and IoT devices when using different versions of the HTTP protocol
Pervasive Mob. Comput. · 101871 · 2024
https://doi.org/10.1016/j.pmcj.2023.101871 -
Journal paper
Extending OpenStack Monasca for Predictive Elasticity Control
Big Data Min. Anal. 7(2) · 315-339 · 2024
https://doi.org/10.26599/bdma.2023.9020014 -
Journal paper
Pro-active component image placement in Edge computing environments
Future Gener. Comput. Syst. 157 · 344-359 · 2024
https://doi.org/10.1016/j.future.2024.04.007 -
Conference / workshop paper
A Domain Specific Language for Internet Measurements
MedComNet 2024 · 1-4 · 2024
https://doi.org/10.1109/MedComNet62012.2024.10578182 -
Conference / workshop paper
EDGELESS: A Software Architecture for Stateful FaaS at the Edge
HPDC · 393-396 · 2024
https://doi.org/10.1145/3625549.3658817 -
Conference / workshop paper
Efficient Application Image Management in the Compute Continuum: A Vertex Cover Approach Based on the Think-Like-A-Vertex Paradigm
CLOUD · 399-403 · 2024
https://doi.org/10.1109/CLOUD62652.2024.00051 -
Conference / workshop paper
Empirical Application Insights on Industrial Data and Service Aspects of Digital Twin Networks
MeditCom · 323-328 · 2024
https://doi.org/10.1109/MeditCom61057.2024.10621427 -
Conference / workshop paper
Energy-Efficient Deployment of Stateful FaaS Vertical Applications on Edge Data Networks
ICCCN · 1-9 · 2024
https://doi.org/10.1109/ICCCN61486.2024.10637549 -
Conference / workshop paper
Marginal Cost of Computation as a Collaborative Strategy for Resource Management at the Edge
GECON · 15-27 · 2024
https://doi.org/10.1007/978-3-031-81226-2_3 -
Conference / workshop paper
Optimizing Resource Allocation in the Edge: A Minimum Weighted Vertex Cover Approach
FRAME@HPDC · 2024
https://doi.org/10.1145/3659994.3660316 -
Conference / workshop paper
Outdoor Environment Reconstruction with Deep Learning on Radio Propagation Paths
IWCMC · 1498-1503 · 2024
https://doi.org/10.1109/IWCMC61514.2024.10592367 -
Conference / workshop paper
Toward Automating Cooja Experiment Workflows for Dataset Generation
SDS · 19-26 · 2024
https://doi.org/10.1109/SDS64317.2024.10883894 -
Conference / workshop paper
Urgent Edge Computing
FRAME@HPDC · 2024
https://doi.org/10.1145/3659994.3660315
2023
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Journal paper
A 2-Phase Strategy for Intelligent Cloud Operations
IEEE Access 11 · 96841-96853 · 2023
https://doi.org/10.1109/ACCESS.2023.3312218 -
Journal paper
A Survey on Networked Data Streaming With Apache Kafka
IEEE Access 11 · 85333-85350 · 2023
https://doi.org/10.1109/ACCESS.2023.3303810 -
Journal paper
Balancing local vs. remote state allocation for micro-services in the cloud-edge continuum
Pervasive Mob. Comput. 93 · 101808 · 2023
https://doi.org/10.1016/j.pmcj.2023.101808 -
Journal paper
Engineering Resource-Efficient Data Management for Smart Cities with Apache Kafka
Future Internet 15(2) · 43 · 2023
https://doi.org/10.3390/fi15020043 -
Journal paper
GreenCrowd: Toward a Holistic Algorithmic Crowd Charging Framework
IEEE Pervasive Comput. 22(4) · 58-65 · 2023
https://doi.org/10.1109/MPRV.2023.3308014 -
Journal paper
Impact of the first months of war on routing and latency in Ukraine
Comput. Networks · 109596 · 2023
https://doi.org/10.1016/j.comnet.2023.109596 -
Journal paper
Measuring the Energy of Smartphone Communications in the Edge-Cloud Continuum: Approaches, Challenges, and a Case Study
IEEE Internet Comput. · 29-35 · 2023
https://doi.org/10.1109/MIC.2023.3279438 -
Journal paper
Serverless Vehicular Edge Computing for the Internet of Vehicles
IEEE Internet Comput. 27(4) · 40-51 · 2023
https://doi.org/10.1109/MIC.2023.3271641 -
Journal paper
Wireless power transfer with unmanned aerial vehicles: State of the art and open challenges
Pervasive Mob. Comput. 93 · 101820 · 2023
https://doi.org/10.1016/j.pmcj.2023.101820 -
Conference / workshop paper
A Proposal for a Continuum-aware Programming Model: From Workflows to Services Autonomously Interacting in the Compute Continuum
COMPSAC · 1852-1857 · 2023
https://doi.org/10.1109/COMPSAC57700.2023.00287 -
Conference / workshop paper
DATA7: A Dataset for Assessing Resource and Application Management Solutions at the Edge
FRAME@HPDC · 3-6 · 2023
https://doi.org/10.1145/3589010.3595652 -
Conference / workshop paper
EDGELESS Project: On the Road to Serverless Edge AI
FRAME@HPDC · 41-43 · 2023
https://doi.org/10.1145/3589010.3594890 -
Conference / workshop paper
GNOSIS: Proactive Image Placement Using Graph Neural Networks & Deep Reinforcement Learning
CLOUD · 120-128 · 2023
https://doi.org/10.1109/CLOUD60044.2023.00022 -
Conference / workshop paper
Leveraging Networked Sensors to Improve Apple Orchard Irrigation: A Lab Prototype
DCOSS-IoT · 389-396 · 2023
https://doi.org/10.1109/DCOSS-IoT58021.2023.00069 -
Conference / workshop paper
ML-based Approaches for Wireless NLOS Localization: Input Representations and Uncertainty Estimation
BigDataService · 87-94 · 2023
https://doi.org/10.1109/BigDataService58306.2023.00019
2022
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Journal paper
Balanced wireless crowd charging with mobility prediction and social awareness
Comput. Networks 211 · 108989 · 2022
https://doi.org/10.1016/j.comnet.2022.108989 -
Journal paper
Edge computing vs centralized cloud: Impact of communication latency on the energy consumption of LTE terminal nodes
Comput. Commun. · 213-225 · 2022
https://doi.org/10.1016/j.comcom.2022.07.026 -
Journal paper
Erratum to Managing social contents in Decentralized Online Social Networks: A survey "Online Social Networks and Media, Volume 7 (September 2018), Pages 12-29"
Online Soc. Networks Media 27 · 100185 · 2022
https://doi.org/10.1016/j.osnem.2021.100185 -
Journal paper
Erratum to Online Social Networks and information diffusion: The role of ego networks: Online Social Networks and Media, Volume 1 (June 2017), Pages 44-55
Online Soc. Networks Media 27 · 100184 · 2022
https://doi.org/10.1016/j.osnem.2021.100184 -
Journal paper
In-Network Computing With Function as a Service at the Edge
Computer 55(9) · 65-73 · 2022
https://doi.org/10.1109/MC.2021.3130659 -
Journal paper
Reliable data delivery in ICN-IoT environments
Future Gener. Comput. Syst. 134 · 271-286 · 2022
https://doi.org/10.1016/j.future.2022.04.004 -
Journal paper
SLICES, a scientific instrument for the networking community
Comput. Commun. 193 · 189-203 · 2022
https://doi.org/10.1016/j.comcom.2022.07.019 -
Journal paper
Toward a Detailed Evaluation of Wireless Industrial Data Distribution Approaches
Sensors 22(7) · 2533 · 2022
https://doi.org/10.3390/s22072533 -
Journal paper
Towards end-to-end application slicing in Multi-access Edge Computing systems: Architecture discussion and proof-of-concept
Future Gener. Comput. Syst. 136 · 110-127 · 2022
https://doi.org/10.1016/j.future.2022.05.027 -
Conference / workshop paper
A Mathematical Model for Latency Constrained Self-Organizing Application Placement in the Edge
FRAME@HPDC · 29-32 · 2022
https://doi.org/10.1145/3526059.3533620 -
Conference / workshop paper
Decentralized Federated Learning and Network Topologies: an Empirical Study on Convergence
SEBD · 317-324 · 2022
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Conference / workshop paper
Design Guidelines for Apache Kafka Driven Data Management and Distribution in Smart Cities
ISC2 · 1-7 · 2022
https://doi.org/10.1109/ISC255366.2022.9922546 -
Conference / workshop paper
Energy and QoE aware Placement of Applications and Data at the Edge
SEBD · 109-116 · 2022
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Conference / workshop paper
Heterogeneity-aware P2P Wireless Energy Transfer for Balanced Energy Distribution
GLOBECOM · 4123-4128 · 2022
https://doi.org/10.1109/GLOBECOM48099.2022.10001645 -
Conference / workshop paper
Network Measurements with Function-as-a-Service for Distributed Low-latency Edge Applications
FRAME@HPDC · 25-28 · 2022
https://doi.org/10.1145/3526059.3533622 -
Conference / workshop paper
Performance Evaluation of Switching Between WiFi and LiFi under a Common Virtual Network Interface
SMARTCOMP · 275-280 · 2022
https://doi.org/10.1109/SMARTCOMP55677.2022.00067 -
Conference / workshop paper
Saving energy on smartphones through edge computing: an experimental evaluation
NET4us@SIGCOMM 2022 · 20-25 · 2022
https://doi.org/10.1145/3538393.3544935 -
Conference / workshop paper
Stateless or Stateful FaaS? I'll Take Both!
SMARTCOMP · 62-69 · 2022
https://doi.org/10.1109/SMARTCOMP55677.2022.00024 -
Conference / workshop paper
Wireless Crowd Charging with Battery Aging Mitigation
SMARTCOMP · 142-149 · 2022
https://doi.org/10.1109/SMARTCOMP55677.2022.00034
2021
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Journal paper
A worldwide study on the geographic locality of Internet routes
Comput. Networks · 108555 · 2021
https://doi.org/10.1016/j.comnet.2021.108555 -
Journal paper
Application-aware resource allocation and data management for MEC-assisted IoT service providers
J. Netw. Comput. Appl. 181 · 103020 · 2021
https://doi.org/10.1016/j.jnca.2021.103020 -
Journal paper
Measurement-driven design and runtime optimization in edge computing: Methodology and tools
Comput. Networks 194 · 108140 · 2021
https://doi.org/10.1016/j.comnet.2021.108140 -
Journal paper
Next generation opportunistic networking in beyond 5G networks
Ad Hoc Networks 113 · 102392 · 2021
https://doi.org/10.1016/j.adhoc.2020.102392 -
Journal paper
Testing Off-the-Shelf Optical Wireless LANs for Smart City Environments
Sensors 21(16) · 5451 · 2021
https://doi.org/10.3390/s21165451 -
Conference / workshop paper
A Preliminary Evaluation of QUIC for Mobile Serverless Edge Applications
WOWMOM · 268-273 · 2021
https://doi.org/10.1109/WoWMoM51794.2021.00050 -
Conference / workshop paper
Impact of Network Topology on the Convergence of Decentralized Federated Learning Systems
ISCC · 1-6 · 2021
https://doi.org/10.1109/ISCC53001.2021.9631460 -
Conference / workshop paper
Joint Device Association and Resource Allocation for Time-critical IoT Applications in MEC-empowered 5G Networks
SMARTCOMP · 175-180 · 2021
https://doi.org/10.1109/SMARTCOMP52413.2021.00044 -
Conference / workshop paper
Latency Preserving Self-optimizing Placement at the Edge
FRAME@HPDC · 3-8 · 2021
https://doi.org/10.1145/3452369.3463815 -
Conference / workshop paper
On Realizing Stateful FaaS in Serverless Edge Networks: State Propagation
SMARTCOMP · 89-96 · 2021
https://doi.org/10.1109/SMARTCOMP52413.2021.00033 -
Conference / workshop paper
Pervasive Computing for Safe Distancing and Production Optimization in Manufacturing: Challenges and Opportunities
DCOSS · 512-519 · 2021
https://doi.org/10.1109/DCOSS52077.2021.00084 -
Conference / workshop paper
Self-organizing Energy-Minimization Placement of QoE-Constrained Services at the Edge
GECON · 133-142 · 2021
https://doi.org/10.1007/978-3-030-92916-9_11 -
Conference / workshop paper
Serverless Edge Computing: Vision and Challenges
ACSW · 10:1-10:10 · 2021
https://doi.org/10.1145/3437378.3444367
2020
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Journal paper
AoI-Based Multicast Routing Over Voronoi Overlays With Minimal Overhead
IEEE Access 8 · 168611-168624 · 2020
https://doi.org/10.1109/ACCESS.2020.3023479 -
Journal paper
Edge-centric resource allocation for heterogeneous IoT applications using a CoAP-based broker
Int. J. Cloud Comput. 9(1) · 28-54 · 2020
https://doi.org/10.1504/IJCC.2020.105876 -
Journal paper
Impact of the COVID-19 pandemic on the Internet latency: A large-scale study
Comput. Networks · 107495 · 2020
https://doi.org/10.1016/j.comnet.2020.107495 -
Journal paper
Keeping data at the edge of smart irrigation networks: A case study in strawberry greenhouses
Comput. Networks 167 · 2020
https://doi.org/10.1016/j.comnet.2019.107039 -
Journal paper
Scalable Decentralized Indexing and Querying of Multi-Streams in the Fog
J. Grid Comput. 18(3) · 395-418 · 2020
https://doi.org/10.1007/s10723-020-09521-3 -
Journal paper
TCP-based traceroute: An evaluation of different probing methods
Internet Technol. Lett. · 2020
https://doi.org/10.1002/itl2.134 -
Journal paper
When Wireless Crowd Charging Meets Online Social Networks: A Vision for Socially Motivated Energy Sharing
Online Soc. Networks Media 16 · 100069 · 2020
https://doi.org/10.1016/j.osnem.2020.100069 -
Conference / workshop paper
An Agnostic Data-Driven Approach to Predict Stoppages of Industrial Packing Machine in Near
DCOSS · 236-243 · 2020
https://doi.org/10.1109/DCOSS49796.2020.00046 -
Conference / workshop paper
Edge-Assisted Resource Management for Data-Centric IoT Applications in Shared Sensor Networks
WoWMoM · 137-146 · 2020
https://doi.org/10.1109/WoWMoM49955.2020.00034 -
Conference / workshop paper
Investigating the Impact of Ride Sharing on the Performance of One-way Car-sharing Systems
ITSC · 1-7 · 2020
https://doi.org/10.1109/ITSC45102.2020.9294533 -
Conference / workshop paper
MECPerf: An Application-Level Tool for Estimating the Network Performance in Edge Computing Environments
COMPSAC · 1163-1168 · 2020
https://doi.org/10.1109/COMPSAC48688.2020.00-99 -
Conference / workshop paper
Optimal Popularity-based Transmission Range Selection for D2D-supported Content Delivery
MSWiM · 141-148 · 2020
https://doi.org/10.1145/3416010.3423238 -
Conference / workshop paper
QoS-Aware Data Management Mechanisms for Optimal Resource Utilisation in Crowd-Assisted Shared Sensor Networks
SMARTCOMP · 81-88 · 2020
https://doi.org/10.1109/SMARTCOMP50058.2020.00031 -
Conference / workshop paper
Wireless Crowd Charging Applications: Taxonomy and Research Directions
DCOSS · 381-387 · 2020
https://doi.org/10.1109/DCOSS49796.2020.00067
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