| 2026 | CCGRID | Towards IoT Rejuvenation: From Machine to Federated Learning Based Regression to Detect Sensor Ageing in Cloud-Edge Continuum. | Antonio Celesti, Giovanni Lonia, Maria Fazio, Lyubomir Gotsev, Eugenia Kovatcheva, Denis Chikurtev, Antonino Quattrocchi, Roberto Montanini, Massimo Villari |
| 2026 | CCGRID | Logical Scalability in Big Data Architectures: Impact of Data Modeling on the Database Layer. | Rosario Napoli, Mark Adrian Gambito, Antonio Celesti, Maria Fazio |
| 2025 | ICST | Privacy-Preserving in Federated Learning: A Comparison between Differential Privacy and Homomorphic Encryption across Different Scenarios. | Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2025 | ISCC | Deep Learning in Multiomics Sciences: Where We are, Emerging Topics, and Future Challenges. | Fabrizio Celesti, Maria Fazio, Antonio Celesti |
| 2025 | ISCC | Analysis on Parameters Influencing Non-Immersive Virtual Reality-Based Tele-Rehabilitation in Parkinson's Disease: an Exploratory Study. | Giovanni Lonia, Mirjam Bonanno, Rocco Salvatore Calabr, Daniele Rav, Maria Fazio, Massimo Villari, Antonio Celesti |
| 2025 | ISCC | Unlocking Advanced Graph Machine Learning Insights through Knowledge Completion on Neo4j Graph Database. | Rosario Napoli, Antonio Celesti, Massimo Villari, Maria Fazio |
| 2025 | UCC | Knowledge Graphs-Driven Intelligence for Distributed Decision Systems. | Rosario Napoli, Gabriele Morabito, Antonio Celesti, Massimo Villari, Maria Fazio |
| 2024 | COMPSAC | Intent-Based Pseudonymization for Healthcare Workflows on Intra-Hospital Data Space Domain. | Gabriele Morabito, Armando Ruggeri, Antonio Celesti, Massimo Villari, Maria Fazio |
| 2024 | ISCC | Leveraging Audio Biomarkers for Enriching the Tele-Monitoring of Patients. | Antonio Celesti, Marco Dell'Acqua, Giovanni Lonia, Davide Ciraolo, Fabrizio Celesti, Maria Fazio, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabr |
| 2024 | ISCC | Immersive Experiences in the Metaverse to Contrast Drunk Driving. | Mark Adrian Gambito, Maria Fazio, Armando Ruggeri, Antonio Celesti, Massimo Villari |
| 2024 | ISCC | Comparing CNN and ViT in both Centralised and Federated Learning Scenarios: a Pneumonia Diagnosis Case Study. | Giovanni Lonia, Davide Ciraolo, Maria Fazio, Fabrizio Celesti, Paolo Ruggeri, Massimo Villari, Antonio Celesti |
| 2024 | ISCC | Comparing CNNs and ViTs for Medical Image Classification Leveraging Transfer Learning. | Giovanni Lonia, Davide Ciraolo, Maria Fazio, Massimo Villari, Antonio Celesti |
| 2024 | ISCC | Content-based Obfuscation for Structured Documents using Secret Sharing at the Edge. | Gabriele Morabito, Armando Ruggeri, Antonio Celesti, Massimo Villari, Maria Fazio |
| 2023 | CCGRID | Gateway-Based Certification Approach to Include IoT Nodes in a Trusted Edge/Cloud Environment. | Valeria Lukaj, Francesco Martella, Maria Fazio, Antonino Galletta, Antonio Celesti, Massimo Villari |
| 2023 | COMPSAC | Optimized NLP Models for Digital Twins in Metaverse. | Valeria Lukaj, Alessio Catalfamo, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2023 | ISCC | Adopting Machine Learning-Based Pose Estimation as Digital Biomarker in Motor Tele-Rehabilitation. | Antonio Celesti, Maria Fazio, Armando Ruggeri, Fabrizio Celesti, Massimo Villari, Mirjam Bonanno, Rocco Salvatore Calabr |
| 2023 | ISCC | Emotional Artificial Intelligence Enabled Facial Expression Recognition for Tele-Rehabilitation: A Preliminary Study. | Davide Ciraolo, Antonio Celesti, Maria Fazio, Mirjam Bonanno, Massimo Villari, Rocco Salvatore Calabr |
| 2023 | ISCC | Large-Scale Agent-Based Transport Model for the Metropolitan City of Messina. | Annamaria Ficara, Maria Fazio, Antonino Galletta, Antonio Celesti, Massimo Villari |
| 2023 | ISCC | A NoSQL DBMS Transparent Data Encryption Approach for Cloud/Edge Continuum. | Valeria Lukaj, Alessio Catalfamo, Francesco Martella, Maria Fazio, Massimo Villari, Antonio Celesti |
| 2023 | PDP | On-Demand and Automatic Deployment of Microservice at the Edge Based on NGSI-LD. | Francesco Martella, Valeria Lukaj, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2023 | UCC | Novel Strategies for Road Network Disruption Analysis. | Annamaria Ficara, Giacomo Fiumara, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2023 | UCC | Workflow Engines in the Compute Continuum: a Comparative Analysis. | Marco Garofalo, Gabriele Morabito, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2023 | UCC | Enhancing Data Privacy in Federated Data Spaces: Hierarchical Secret-Share based Pseudonymization. | Gabriele Morabito, Antonino Galletta, Antonio Celesti, Massimo Villari, Maria Fazio |
| 2022 | CCGRID | Time Series Data Management Optimized for Smart City Policy Decision. | Mario Colosi, Francesco Martella, Giovanni Parrino, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2022 | CCGRID | Collaborative Edge Computing to Bring Microservices in Smart Rural Areas. | Jacques Tene Koyazo, Antonio Celesti, Massimo Villari, Aim Lay-Ekuakille, Maria Fazio |
| 2022 | CCGRID | Exploring AI-based Speaker Dependent Methods in Dysarthric Speech Recognition. | Davide Mulfari, Antonio Celesti, Massimo Villari |
| 2022 | DASC | A Blockchain Based Federated Ecosystem for Tracking and Validating the Authenticity of Goods. | Valeria Lukaj, Francesco Martella, Maria Fazio, Armando Ruggeri, Antonio Celesti, Massimo Villari |
| 2022 | ISCC | A Platform for Federated Learning on the Edge: a Video Analysis Use Case. | Alessio Catalfamo, Antonio Celesti, Maria Fazio, Giovanni Randazzo, Massimo Villari |
| 2022 | ISCC | A NLP-based Approach to Improve Speech Recognition Services for People with Speech Disorders. | Antonio Celesti, Maria Fazio, Lorenzo Carnevale, Massimo Villari |
| 2022 | ISCC | An Enriched Visualization Tool based on Google Maps for Water Distribution Networks in Smart Cities. | Valeria Lukaj, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2022 | ISCC | Towards IoT Rejuvenation: a Study on HY-SRF05 Ultrasonic Sensor Ageing for Intelligent Street Pole Lamp Control in a Smart City. | Valeria Lukaj, Francesco Martella, Antonino Quattrocchi, Maria Fazio, Roberto Montanini, Massimo Villari, Antonio Celesti |
| 2022 | ISCC | Federated Edge for Tracking Mobile Targets on Video Surveillance Streams in Smart Cities. | Francesco Martella, Maria Fazio, Antonio Celesti, Valeria Lukaj, Antonino Quattrocchi, Massimo Di Gangi, Massimo Villari |
| 2022 | UCC | Scaling Data Analysis Services in an Edge-based Federated Learning Environment. | Alessio Catalfamo, Lorenzo Carnevale, Antonino Galletta, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | CCGRID | OCE-DNS: an innovative Osmotic Computing Enabled Domain Name System. | Antonino Galletta, Christian Sicari, Antonio Celesti, Massimo Villari |
| 2021 | CCGRID | Trusted Ecosystem for IoT Service Provisioning Based on Brokering. | Valeria Lukaj, Francesco Martella, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2021 | CCGRID | Virtual Device Model extending NGSI-LD for FaaS at the Edge. | Francesco Martella, Giovanni Parrino, Giuseppe Ciulla, Roberto Di Bernardo, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | ISCC | Multi Hop Reconfiguration of End-Devices in Heterogeneous Edge-IoT Mesh Networks. | Lorenzo Carnevale, Armando Ruggeri, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | ISCC | MuoviMe: Secure Access to Sustainable Mobility Services in Smart City. | Alessio Catalfamo, Maria Fazio, Francesco Martella, Antonio Celesti, Massimo Villari |
| 2021 | ISCC | A Microservices and Blockchain Based One Time Password (MBB-OTP) Protocol for Security-Enhanced Authentication. | Alessio Catalfamo, Armando Ruggeri, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | ISCC | Towards Smart Tele-Biomedical Laboratory: Where We Are, Issues, and Future Challenges. | Agata Romano, Rosaria Lanza, Fabrizio Celesti, Antonio Celesti, Maria Fazio, Francesco Martella, Antonino Galletta, Massimo Villari |
| 2021 | ISCC | Blockchain-Based Strategy to Avoid Fake AI in eHealth Scenarios with Reinforcement Learning. | Armando Ruggeri, Rosa Di Salvo, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2021 | ISCC | GAVIN: A new platform for enriching 3D virtual indoor navigation with social-based geotags. | Christian Sicari, Valeria Lukaj, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2021 | TrustCom | Overcoming security limitations of Secret Share techniques: the Nested Secret Share. | Antonino Galletta, Javid Taheri, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2020 | CCGRID | Verifiable Secret Share for file storage with cheater identification. | Antonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2020 | GLOBECOM | Improving Tele-Rehabilitation Therapy Through Machine Learning with a NoSQL Graph DBMS Approach. | Antonio Celesti, Fabrizio Celesti, Maria Fazio, Massimo Villari |
| 2020 | GLOBECOM | Mathematical Model and AI Oriented Analysis for Self-Regulated Learning in Remote Health Treatments. | Rosa Di Salvo, Maria Fazio, Antonio Celesti, Domenico Santoro, Massimo Villari |
| 2020 | ISCC | Improving Machine Learning Algorithm Processing Time in Tele-Rehabilization Through a NoSQL Graph Database Approach: A Preliminary Study. | Antonio Celesti, Fabrizio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari |
| 2020 | ISCC | A proximity-based indoor navigation system tackling the COVID-19 social distancing measures. | Maria Fazio, Alina Buzachis, Antonino Galletta, Antonio Celesti, Massimo Villari |
| 2020 | ISCC | On the Applicability of Secret Share Algorithms for Osmotic Computing. | Antonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari |
| 2020 | ISCC | A Decision Support System for Therapy Prescription in a Hospital Centre. | Armando Ruggeri, Maria Fazio, Antonino Galletta, Antonio Celesti, Massimo Villari |
| 2019 | IC2E | A secure inter-domain communication for IoT devices. | Aniket Anand, Antonino Galletta, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2019 | ICFEC | Development of a Smart Metering Microservice Based on Fast Fourier Transform (FFT) for Edge/Internet of Things Environments. | Alina Buzachis, Antonino Galletta, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2019 | ISCC | On the Design of a Blockchain-as-a-Service-Based Health Information Exchange (BaaS-HIE) System for Patient Monitoring. | Alina Buzachis, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2019 | ISCC | Towards Osmotic Computing: a Blue-Green Strategy for the Fast Re-Deployment of Microservices. | Alina Buzachis, Antonino Galletta, Antonio Celesti, Lorenzo Carnevale, Massimo Villari |
| 2019 | ISCC | optimizing the Research of DNA Sequences in a NoSQL Document Database: A Preliminary Study. | Fabrizio Celesti, Antonio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari |
| 2019 | ISCC | Using Machine Learning to Study Flu Vaccines Opinions of Twitter Users. | Antonio Celesti, Antonino Galletta, Fabrizio Celesti, Maria Fazio, Massimo Villari |
| 2018 | AINA | From the Cloud to Edge and IoT: a Smart Orchestration Architecture for Enabling Osmotic Computing. | Lorenzo Carnevale, Antonio Celesti, Antonino Galletta, Schahram Dustdar, Massimo Villari |
| 2018 | CCGRID | A Scalable Cloud-Edge Computing Framework for Supporting Device-Adaptive Big Media Provisioning. | Antonino Galletta, Alfredo Cuzzocrea, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2018 | ICFEC | Towards Osmotic Computing: Analyzing Overlay Network Solutions to Optimize the Deployment of Container-Based Microservices in Fog, Edge and IoT Environments. | Alina Buzachis, Antonino Galletta, Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Massimo Villari |
| 2018 | ISCC | Analysis of a NoSQL Graph DBMS for a Hospital Social Network. | Antonio Celesti, Alina Buzachis, Antonino Galletta, Giacomo Fiumara, Maria Fazio, Massimo Villari |
| 2018 | ISCC | Osmotic Computing: Software Defined Membranes meet Private/Federated Blockchains. | Massimo Villari, Antonino Galletta, Antonio Celesti, Lorenzo Carnevale, Maria Fazio |
| 2018 | UCC | A Secure and Dependable Multi-Agent Autonomous Intersection Management (MA-AIM) System Leveraging Blockchain Facilities. | Alina Buzachis, Antonio Celesti, Antonino Galletta, Maria Fazio, Massimo Villari |
| 2017 | CISIS | Towards Osmotic Computing: Looking at Basic Principles and Technologies. | Massimo Villari, Antonio Celesti, Maria Fazio |
| 2017 | ISCC | How to enable clinical workflows to integrate big healthcare data. | Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Placido Bramanti, Massimo Villari |
| 2017 | ISCC | Big data analytics in genomics: The point on Deep Learning solutions. | Fabrizio Celesti, Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Salvatore Campo, Agata Romano, Placido Bramanti, Massimo Villari |
| 2017 | ISCC | An approach to share MRI data over the Cloud preserving patients' privacy. | Antonino Galletta, Lilla Bonanno, Antonio Celesti, Silvia Marino, Placido Bramanti, Massimo Villari |
| 2017 | ISCC | Deployment orchestration of microservices with geographical constraints for Edge computing. | Massimo Villari, Antonio Celesti, Giuseppe Tricomi, Antonino Galletta, Maria Fazio |
| 2016 | AINA | Characterizing Cloud Federation in IoT. | Antonio Celesti, Maria Fazio, Maurizio Giacobbe, Antonio Puliafito, Massimo Villari |
| 2016 | ISCC | New trends in Biotechnology: The point on NGS Cloud computing solutions. | Antonio Celesti, Maria Fazio, Fabrizio Celesti, Giovanna Sannino, Salvatore Campo, Massimo Villari |
| 2016 | ISCC | Improving desktop as a Service in OpenStack. | Antonio Celesti, Davide Mulfari, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2016 | ISCC | Using Google Cloud Vision in assistive technology scenarios. | Davide Mulfari, Antonio Celesti, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2016 | ISCC | Enriched E-R model to design hybrid database for big data solutions. | Massimo Villari, Antonio Celesti, Maurizio Giacobbe, Maria Fazio |
| 2016 | MSWIM | A Hybrid Storage Service for the Management of Big e-Health Data: A Tele-Rehabilitation Case of Study. | Maria Fazio, Alessia Bramanti, Antonio Celesti, Placido Bramanti, Massimo Villari |
| 2016 | SmartComp | Exploring Container Virtualization in IoT Clouds. | Antonio Celesti, Davide Mulfari, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2015 | ANT | Big Data Storage in the Cloud for Smart Environment Monitoring. | Maria Fazio, Antonio Celesti, Antonio Puliafito, Massimo Villari |
| 2015 | IC2E | How to Enhance Cloud Architectures to Enable Cross-Federation: Towards Interoperable Storage Providers. | Maria Fazio, Antonio Celesti, Massimo Villari, Antonio Puliafito |
| 2015 | ISCC | Exploiting the FIWARE cloud platform to develop a remote patient monitoring system. | Maria Fazio, Antonio Celesti, Fermn Galn Mrquez, Alex Glikson, Massimo Villari |
| 2015 | ISCC | Evaluating a cloud federation ecosystem to reduce carbon footprint by moving computational resources. | Maurizio Giacobbe, Antonio Celesti, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2015 | ISCC | An approach to reduce energy costs through virtual machine migrations in cloud federation. | Maurizio Giacobbe, Antonio Celesti, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2015 | ISCC | Costs of a federated and hybrid cloud environment aimed at MapReduce video transcoding. | Alfonso Panarello, Antonio Celesti, Maria Fazio, Antonio Puliafito, Massimo Villari |
| 2014 | AINA | The Need of a Hybrid Storage Approach for IoT in PaaS Cloud Federation. | Maria Fazio, Antonio Celesti, Massimo Villari, Antonio Puliafito |
| 2014 | CLOSER | A Requirements Analysis for IaaS Cloud Federation. | Alfonso Panarello, Antonio Celesti, Maria Fazio, Massimo Villari, Antonio Puliafito |
| 2014 | EuroPar | Cloud Federation to Elastically Increase MapReduce Processing Resources. | Alfonso Panarello, Maria Fazio, Antonio Celesti, Antonio Puliafito, Massimo Villari |
| 2014 | ISCC | Automating the Hadoop configuration for easy setup in resilient cloud systems. | Antonio Celesti, Maria Fazio, Antonio Puliafito, Massimo Villari |
| 2014 | NCA | Resource Management in Cloud Federation Using XMPP. | Maria Fazio, Antonio Celesti, Massimo Villari, Antonio Puliafito |
| 2014 | SmartComp | AllJoyn Lambda: An architecture for the management of smart environments in IoT. | Massimo Villari, Antonio Celesti, Maria Fazio, Antonio Puliafito |
| 2013 | CLOSER | Energy Sustainability in Cooperating Clouds. | Antonio Celesti, Antonio Puliafito, Francesco Tusa, Massimo Villari |
| 2013 | ISCC | SE CLEVER: A secure message oriented Middleware for Cloud federation. | Antonio Celesti, Maria Fazio, Massimo Villari |
| 2013 | UIC | Using Virtualization and Guacamole/VNC to Provide Adaptive User Interfaces to Disabled People in Cloud Computing. | Davide Mulfari, Antonio Celesti, Massimo Villari, Antonio Puliafito |
| 2012 | ISCC | Integration of CLEVER clouds with third party software systems through a REST web service interface. | Antonio Celesti, Francesco Tusa, Massimo Villari, Antonio Puliafito |
| 2011 | ISCC | How CLEVER-based clouds conceive horizontal and vertical federations. | Francesco Tusa, Antonio Celesti, Maurizio Paone, Massimo Villari, Antonio Puliafito |
| 2011 | WETICE | AAA in a Cloud-Based Virtual DIME Network Architecture (DNA). | Francesco Tusa, Antonio Celesti, Rao Mikkilineni |
| 2011 | SERVICES | An Approach to Enable Cloud Service Providers to Arrange IaaS, PaaS, and Saas Using External Virtualization Infrastructures. | Antonio Celesti, Francesco Tusa, Massimo Villari, Antonio Puliafito |
| 2010 | NCA | Ecosystem of Cloud Naming Systems: An Approach for the Management and Integration of Independent Cloud Name Spaces. | Antonio Celesti, Massimo Villari, Antonio Puliafito |
| 2010 | WETICE | Security and Cloud Computing: InterCloud Identity Management Infrastructure. | Antonio Celesti, Francesco Tusa, Massimo Villari, Antonio Puliafito |