Lorenzo Carnevale

64 papers B 3C 22Misc 4Journal 15Unranked 19

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Evaluation of a Task Offloading Simulator for Edge Resource Management: Comparison of Reinforcement Learning Algorithms. GreenSys Danny De Novi, Lorenzo Carnevale, Khilud Abdulaziz Shikur, Massimo Villari
2025	C	`conf`	A Serverless Quantization-as-a-Service Model to Run Compression Jobs for Edge Intelligence. ISCC Danny De Novi, Pierluigi Dell'Acqua, Lorenzo Carnevale, Maria Fazio, Massimo Villari
2025	—	`conf`	Compare Transformer, KAN and KANsformer for Weather Nowcasting on IoT Devices in the Mediterrean Area. IOT Marco Giacobbe, Lorenzo Carnevale, Massimo Villari
2025	C	`conf`	Core Services for Managing Big Data in Smart Cities During Natural Disasters. ISCC Serena Sebbio, Antonio Filograna, Lorenzo Carnevale, Massimo Villari, Giovanni Giacco, Francesco Arigliano
2025	J	`jnl`	Deep Learning and Atlas-Based MRI Segmentation Enable Longitudinal Characterization of Healthy Mouse Brain. J. Imaging Edoardo Micotti, Liviu Soltuzu, Elisa Bianchi, Sebastiano La Ferla, Lorenzo Carnevale, Gianluigi Forloni
2025	Misc	`conf`	Predictive Resource Management in the Computing Continuum: Transfer Learning from Virtual Machines to Containers using Transformers. UCC Danny De Novi, Lorenzo Carnevale, Daniel Balouek, Manish Parashar, Massimo Villari
2024	C	`conf`	A Low Cost Platform for Distributed Data-Driven Structural Health Monitoring. ISCC Roberto Marino, Antonino Marino, Domenica De Domenico, Lorenzo Carnevale, Mark Adrian Gambito, Massimo Villari
2024	C	`conf`	Flower Full-Compliant Implementation of Federated Learning with Homomorphic Encryption. ISCC Alessio Catalfamo, Lorenzo Carnevale, Marco Garofalo, Massimo Villari
2024	Misc	`conf`	Hierarchical Federated Learning for Natural Disaster Management. UCC Mark Adrian Gambito, Lorenzo Carnevale, Mohammad Reza Jabbarpour, Bahman Javadi, Massimo Villari
2024	J	`jnl`	Intelligent resource allocation in wireless networks: Predictive models for efficient access point management. Comput. Networks Lucas Rodrigues Frank, Antonino Galletta, Lorenzo Carnevale, Alex Borges Vieira, Edelberto Franco Silva
2024	C	`conf`	Knowledge Distillation and Federated Learning for Data-Driven Monitoring of Electrical Vehicle Li-Battery. ISCC Pierluigi Dell'Acqua, Maria Fazio, Lorenzo Carnevale, Massimo Villari
2024	C	`conf`	Sequence-to-Sequence Models in Italian Atypical Speech Recognition. ISCC Davide Mulfari, Lorenzo Carnevale, Massimo Villari
2024	J	`jnl`	Towards a precision medicine Solution for optimal pediatric Laparoscopy: An exploratory data analysis for features Selections. Biomed. Signal Process. Control. Lorenzo Carnevale, Giuseppe Floramo, Donatella Di Fabrizio, Salvatore Arena, Angela Simona Montalto, Pietro Impellizzeri, Carmelo Romeo, Massimo Villari
2023	—	`ed.`	23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023 - Workshops, Bangalore, India, May 1-4, 2023 CCGridW Yogesh Simmhan, Ilkay Altintas, Ana Lucia Varbanescu, Pavan Balaji, Abhinandan S. Prasad, Lorenzo Carnevale
2023	B	`ed.`	23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2023, Bangalore, India, May 1-4, 2023 CCGrid Yogesh Simmhan, Ilkay Altintas, Ana Lucia Varbanescu, Pavan Balaji, Abhinandan S. Prasad, Lorenzo Carnevale
2023	C	`ed.`	7th IEEE International Conference on Fog and Edge Computing, ICFEC 2023, Bangalore, India, May 1-4, 2023 ICFEC Blesson Varghese, Cristina L. Abad, Yogesh Simmhan, Khalid Elgazzar, Stefan Schulte, Abhinandan S. Prasad, Lorenzo Carnevale
2023	C	`conf`	Computation of the Abdominal Compliance for Pediatric Laparoscopy by Fitting Curve with the Levenberg-Marquardt Algorithm. BDCAT Lorenzo Carnevale, Giuseppe Floramo, Donatella Di Fabrizio, Salvatore Arena, Angela Simona Montalto, Pietro Impellizzeri, Carmelo Romeo
2023	C	`conf`	EDGEmergency: A Cloud-Edge Platform to Enable Pervasive Computing for Disaster Management. BDCAT Mario Colosi, Marco Garofalo, Lorenzo Carnevale, Roberto Marino, Maria Fazio, Massimo Villari
2023	—	`conf`	Edge Computing Solutions Supporting Voice Recognition Services for Speakers with Dysarthria. CCGridW Davide Mulfari, Lorenzo Carnevale, Antonino Galletta, Massimo Villari
2023	Misc	`conf`	Federated Learning on Raspberry Pi 4: A Comprehensive Power Consumption Analysis. UCC Serena Sebbio, Gabriele Morabito, Alessio Catalfamo, Lorenzo Carnevale, Maria Fazio
2023	J	`jnl`	Generalized Defensive Modeling of Malware Propagation in WSNs Using Atangana-Baleanu- Caputo (ABC) Fractional Derivative. IEEE Access Vineet Srivastava, Pramod Kumar Srivastava, Jyoti Mishra, Rudra Pratap Ojha, Purnendu Shekhar Pandey, Radhe Shyam Dwivedi, Lorenzo Carnevale, Antonino Galletta
2023	C	`conf`	Make Federated Learning a Standard in Robotics by Using ROS2. BDCAT Roberto Marino, Lorenzo Carnevale, Maria Fazio, Massimo Villari
2023	C	`conf`	OpenSEM: an Open Framework for Data-Driven Structural and Environmental Monitoring. BDCAT Roberto Marino, Antonino Marino, Domenica De Domenico, Lorenzo Carnevale, Salvatore Magazù
2023	—	`conf`	Orchestration of Containerized Applications in the Cloud Continuum. PerCom Workshops Giuseppe Di Modica, Antonino Galletta, Lorenzo Carnevale, Ahmad Alkhansa, Alessandro Costantini, Daniele Cesini, Paolo Bellavista, Massimo Villari
2023	B	`conf`	Secure and Energy Efficient Filtered Over-the-Air Internet of Things Setup in a Wireless Mesh Network for Firmware Freshness. IEEE Big Data Lorenzo Carnevale, Annamaria Ficara, Alessio Catalfamo, Antonino Galletta, Maria Fazio, Massimo Villari
2023	J	`jnl`	Secure-by-design serverless workflows on the Edge-Cloud Continuum through the Osmotic Computing paradigm. Internet Things Gabriele Morabito, Christian Sicari, Armando Ruggeri, Antonio Celesti, Lorenzo Carnevale
2023	—	`conf`	Securing Serverless Workflows on the Cloud Edge Continuum. CCGridW Gabriele Morabito, Christian Sicari, Lorenzo Carnevale, Antonino Galletta, Giuseppe Di Modica, Massimo Villari
2023	C	`conf`	Supporting the Natural Disaster Management Distributing Federated Intelligence over the Cloud-Edge Continuum: the TEMA Architecture. BDCAT Lorenzo Carnevale, Antonio Filograna, Francesco Arigliano, Roberto Marino, Armando Ruggeri, Maria Fazio
2023	C	`conf`	TEMA: Event Driven Serverless Workflows Platform for Natural Disaster Management. ISCC Christian Sicari, Alessio Catalfamo, Lorenzo Carnevale, Antonino Galletta, Daniel Balouek-Thomert, Manish Parashar, Massimo Villari
2023	J	`jnl`	Toward a lightweight ASR solution for atypical speech on the edge. Future Gener. Comput. Syst. Davide Mulfari, Lorenzo Carnevale, Massimo Villari
2023	C	`conf`	When Robotics Meets Distributed Learning: the Federated Learning Robotic Network Framework. ISCC Roberto Marino, Lorenzo Carnevale, Massimo Villari
2022	C	`conf`	A NLP-based Approach to Improve Speech Recognition Services for People with Speech Disorders. ISCC Antonio Celesti, Maria Fazio, Lorenzo Carnevale, Massimo Villari
2022	C	`conf`	An Energy Efficiency Analysis of the Blockchain-Based extended Triple Diffie-Hellman Protocol for IoT. ISCC Armando Ruggeri, Antonino Galletta, Lorenzo Carnevale, Massimo Villari
2022	—	`conf`	From Cloud-Edge to Edge-Edge Continuum: the Swarm-Based Edge Computing Systems. DASC/PiCom/CBDCom/CyberSciTech Lorenzo Carnevale, Alessandro Ortis, Giancarlo Fortino, Sebastiano Battiato, Massimo Villari
2022	B	`conf`	OTE: Optimal Trustworthy EdgeAI solutions for smart cities. CCGRID Vasileios Mygdalis, Lorenzo Carnevale, José Ramiro Martinez de Dios, Dmitriy Shutin, Giovanni Aiello, Massimo Villari, Ioannis Pitas
2022	—	`conf`	OpenWolf: A Serverless Workflow Engine for Native Cloud-Edge Continuum. DASC/PiCom/CBDCom/CyberSciTech Christian Sicari, Lorenzo Carnevale, Antonino Galletta, Massimo Villari
2022	Misc	`conf`	Scaling Data Analysis Services in an Edge-based Federated Learning Environment. UCC Alessio Catalfamo, Lorenzo Carnevale, Antonino Galletta, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari
2021	—	`conf`	An Osmotic Ecosystem for Data Streaming Applications in Smart Cities. FRAME@HPDC Emanuele Carlini, Lorenzo Carnevale, Massimo Coppola, Patrizio Dazzi, Gabriele Mencagli, Domenico Talia, Massimo Villari
2021	C	`conf`	Multi Hop Reconfiguration of End-Devices in Heterogeneous Edge-IoT Mesh Networks. ISCC Lorenzo Carnevale, Armando Ruggeri, Francesco Martella, Antonio Celesti, Maria Fazio, Massimo Villari
2021	—	`conf`	Visitor Artwork Ambient and how Making New Functions of Cultural Heritage by Using Augmented Reality within an Ambient Intelligence. ISMAR Adjunct Lorenzo Carnevale, Luisa Damiano, Antonio Fleres, Massimo Villari
2020	J	`jnl`	A Big Data Analytics Approach for the Development of Advanced Cardiology Applications. Inf. Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Massimo Villari
2020	J	`jnl`	Investigating classification supervised learning approaches for the identification of critical patients' posts in a healthcare social network. Appl. Soft Comput. Lorenzo Carnevale, Antonio Celesti, Giacomo Fiumara, Antonino Galletta, Massimo Villari
2019	J	`jnl`	A study on container virtualization for guarantee quality of service in Cloud-of-Things. Future Gener. Comput. Syst. Antonio Celesti, Davide Mulfari, Antonino Galletta, Maria Fazio, Lorenzo Carnevale, Massimo Villari
2019	J	`jnl`	An Innovative Methodology for Big Data Visualization for Telemedicine. IEEE Trans. Ind. Informatics Antonino Galletta, Lorenzo Carnevale, Alessia Bramanti, Maria Fazio
2019	J	`jnl`	An approach for the secure management of hybrid cloud-edge environments. Future Gener. Comput. Syst. Antonio Celesti, Maria Fazio, Antonino Galletta, Lorenzo Carnevale, Jiafu Wan, Massimo Villari
2019	J	`jnl`	Osmotic computing as a distributed multi-agent system: The Body Area Network scenario. Internet Things Lorenzo Carnevale, Antonio Celesti, Antonino Galletta, Schahram Dustdar, Massimo Villari
2019	J	`jnl`	Toward Improving Robotic-Assisted Gait Training: Can Big Data Analysis Help Us? IEEE Internet Things J. Lorenzo Carnevale, Rocco Salvatore Calabrò, Antonio Celesti, Antonino Leo, Maria Fazio, Placido Bramanti, Massimo Villari
2019	C	`conf`	Towards Osmotic Computing: a Blue-Green Strategy for the Fast Re-Deployment of Microservices. ISCC Alina Buzachis, Antonino Galletta, Antonio Celesti, Lorenzo Carnevale, Massimo Villari
2018	J	`jnl`	A Cloud-Based System for Improving Retention Marketing Loyalty Programs in Industry 4.0: A Study on Big Data Storage Implications. IEEE Access Antonino Galletta, Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Massimo Villari
2018	—	`conf`	A Microservices-Based Platform for Efficiently Managing Oceanographic Data. Innovate-Data Antonino Galletta, Lorenzo Carnevale, Alina Buzachis, Antonio Celesti, Massimo Villari
2018	—	`conf`	An innovative methodology for big data visualization in oceanographic domain. ICGDA Antonino Galletta, Salma Allam, Lorenzo Carnevale, Moulay Ali Bekri, Rachid Elouahbi, Massimo Villari
2018	—	`conf`	Applying Artificial Intelligence in Healthcare Social Networks to Identity Critical Issues in Patients' Posts. HEALTHINF Giacomo Fiumara, Antonio Celesti, Antonino Galletta, Lorenzo Carnevale, Massimo Villari
2018	—	`conf`	Designing a FIWARE Cloud Solution for Making Your Travel Smoother: The FLIWARE Experience. CIC Lorenzo Carnevale, Antonino Galletta, Maria Fazio, Antonio Celesti, Massimo Villari
2018	—	`conf`	From the Cloud to Edge and IoT: a Smart Orchestration Architecture for Enabling Osmotic Computing. AINA Workshops Lorenzo Carnevale, Antonio Celesti, Antonino Galletta, Schahram Dustdar, Massimo Villari
2018	J	`jnl`	How to Conceive Future Mobility Services in Smart Cities According to the FIWARE frontierCities Experience. IEEE Cloud Comput. Lorenzo Carnevale, Antonio Celesti, Maria Di Pietro, Antonino Galletta
2018	C	`conf`	Osmotic Computing: Software Defined Membranes meet Private/Federated Blockchains. ISCC Massimo Villari, Antonino Galletta, Antonio Celesti, Lorenzo Carnevale, Maria Fazio
2018	C	`conf`	Towards Osmotic Computing: Analyzing Overlay Network Solutions to Optimize the Deployment of Container-Based Microservices in Fog, Edge and IoT Environments. ICFEC Alina Buzachis, Antonino Galletta, Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Massimo Villari
2017	—	`conf`	A Cloud Computing Workflow for Managing Oceanographic Data. ESOCC Workshops Salma Allam, Antonino Galletta, Lorenzo Carnevale, Moulay Ali Bekri, Rachid Elouahbi, Massimo Villari
2017	—	`conf`	A Watchdog Service Making Container-Based Micro-services Reliable in IoT Clouds. FiCloud Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Maria Fazio, Massimo Villari
2017	—	`conf`	BOSS: A Multitenancy Ad-Hoc Service Orchestrator for Federated Openstack Clouds. FiCloud Antonino Galletta, Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Massimo Villari
2017	—	`conf`	Big Data HIS of the IRCCS-ME Future: The Osmotic Computing Infrastructure. IISSC/CN4IoT Lorenzo Carnevale, Antonino Galletta, Antonio Celesti, Maria Fazio, Maurizio Paone, Placido Bramanti, Massimo Villari
2017	C	`conf`	Big data analytics in genomics: The point on Deep Learning solutions. ISCC Fabrizio Celesti, Antonio Celesti, Lorenzo Carnevale, Antonino Galletta, Salvatore Campo, Agata Romano, Placido Bramanti, Massimo Villari
2017	—	`conf`	Heart Disorder Detection with Menard Algorithm on Apache Spark. ESOCC Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Placido Bramanti, Massimo Villari
2017	C	`conf`	How to enable clinical workflows to integrate big healthcare data. ISCC Lorenzo Carnevale, Antonio Celesti, Maria Fazio, Placido Bramanti, Massimo Villari