Giovanni Quattrocchi

68 papers A* 1A 12C 1Misc 1Journal 33Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	"Show Me You Comply... Without Showing Me Anything": Zero-Knowledge Software Auditing for AI-Enabled Systems. CoRR Filippo Scaramuzza, Renato Cordeiro Ferreira, Tomaz Maia Suller, Giovanni Quattrocchi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2025	—	`conf`	A Quantum Formulation for Clustering Edge Topologies. QSW Simone Reale, Elisabetta Di Nitto, Giovanni Quattrocchi, Luciano Baresi
2025	J	`jnl`	Atlantis end-to-end modeling to explore ecosystem dynamics in the Strait of Sicily, Central Mediterranean Sea. Environ. Model. Softw. Matteo Sinerchia, Fabio Fiorentino, Francesco Colloca, Andrea Cucco, Germana Garofalo, Angelo Perilli, Giovanni Quattrocchi, Elizabeth A. Fulton
2025	J	`jnl`	Can LLMs Generate User Stories and Assess Their Quality? CoRR Giovanni Quattrocchi, Liliana Pasquale, Paola Spoletini, Luciano Baresi
2025	—	`conf`	DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation. DeepTest Luciano Baresi, Davide Yi Xian Hu, Muhammad Irfan Mas'udi, Giovanni Quattrocchi
2025	J	`jnl`	DILLEMA: Diffusion and Large Language Models for Multi-Modal Augmentation. CoRR Luciano Baresi, Davide Yi Xian Hu, Muhammad Irfan Mas'udi, Giovanni Quattrocchi
2025	—	`conf`	Dynamic Resource Allocation for Deadline-Constrained Neural Network Training. SEAMS@ICSE Luciano Baresi, Marco Garlini, Giovanni Quattrocchi
2025	J	`jnl`	Engineering MLOps Pipelines With Data Quality: A Case Study on Tabular Datasets in Kaggle. J. Softw. Evol. Process. Matteo Pancini, Matteo Camilli, Giovanni Quattrocchi, Damian Andrew Tamburri
2025	J	`jnl`	Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs. CoRR Filippo Scaramuzza, Giovanni Quattrocchi, Damian A. Tamburri
2025	J	`jnl`	Runtime defect prediction of industrial business processes: A focused look at real-life SAP systems. J. Syst. Softw. Max Nijholt, Giovanni Quattrocchi, Damian Andrew Tamburri
2024	A*	`conf`	A Conceptual Framework for Quality Assurance of LLM-based Socio-critical Systems. ASE Luciano Baresi, Matteo Camilli, Tommaso Dolci, Giovanni Quattrocchi
2024	J	`jnl`	A qualitative and quantitative analysis of container engines. J. Syst. Softw. Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
2024	J	`jnl`	Autoscaling Solutions for Cloud Applications Under Dynamic Workloads. IEEE Trans. Serv. Comput. Giovanni Quattrocchi, Emilio Incerto, Riccardo Pinciroli, Catia Trubiani, Luciano Baresi
2024	J	`jnl`	Cromlech: Semi-Automated Monolith Decomposition Into Microservices. IEEE Trans. Serv. Comput. Giovanni Quattrocchi, Davide Cocco, Simone Staffa, Alessandro Margara, Gianpaolo Cugola
2024	J	`jnl`	Dependency-aware Resource Allocation for Serverless Functions at the Edge. CoRR Luciano Baresi, Giovanni Quattrocchi, Inacio Gaspar Ticongolo
2024	—	`conf`	Efficient and Dependency-Aware Placement of Serverless Functions on Edge Infrastructures. ICSOC (1) Luciano Baresi, Giovanni Quattrocchi, Inacio Gaspar Ticongolo
2024	—	`conf`	How have iOS Development Technologies Changed over Time? A Study in Open-Source. MOBILESoft@ICSE Luciano Baresi, Massimiliano Di Penta, Giovanni Quattrocchi, Damian Andrew Tamburri
2024	J	`jnl`	The Blockchain Trilemma: An Evaluation Framework. IEEE Softw. Giovanni Quattrocchi, Filippo Scaramuzza, Damian A. Tamburri
2024	J	`jnl`	The Data Product-service Composition Frontier: A Hybrid Learning Approach. ACM Trans. Manag. Inf. Syst. Giovanni Quattrocchi, Willem-Jan van den Heuvel, Damian Andrew Tamburri
2024	—	`conf`	Trustworthy Collaborative Business Intelligence Using Zero-Knowledge Proofs and Blockchains. CAiSE Forum Giovanni Quattrocchi, Pierluigi Plebani
2023	—	`conf`	2 ICSA-C Luciano Baresi, Giovanni Quattrocchi, Damian A. Tamburri
2023	J	`jnl`	A Multi-faceted Analysis of the Performance Variability of Virtual Machines. CoRR Luciano Baresi, Tommaso Dolci, Giovanni Quattrocchi, Nicholas Rasi
2023	J	`jnl`	A Qualitative and Quantitative Analysis of Container Engines. CoRR Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
2023	J	`jnl`	A multi-faceted analysis of the performance variability of virtual machines. Softw. Pract. Exp. Luciano Baresi, Tommaso Dolci, Giovanni Quattrocchi, Nicholas Rasi
2023	—	`conf`	Advanced Serverless Edge Computing. ICSOC Workshops Inacio Gaspar Ticongolo, Luciano Baresi, Giovanni Quattrocchi
2023	—	`conf`	Dependency-Aware Resource Allocation for Serverless Functions at the Edge. ICSOC (1) Luciano Baresi, Giovanni Quattrocchi, Inacio Gaspar Ticongolo
2023	J	`jnl`	Infrastructure as Code. IEEE Softw. Giovanni Quattrocchi, Damian A. Tamburri
2023	J	`jnl`	Making service continuity smarter with artificial intelligence: An approach and its evaluation. Softw. Pract. Exp. Giovanni Quattrocchi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2023	J	`jnl`	Open Challenges in Federated Machine Learning. IEEE Internet Comput. Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
2022	J	`jnl`	A Declarative Modelling Framework for the Deployment and Management of Blockchain Applications. CoRR Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri, Luca Terracciano
2022	A	`conf`	A declarative modelling framework for the deployment and management of blockchain applications. MoDELS Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri, Luca Terracciano
2022	J	`jnl`	About the special issue on: "Distributed Complex Systems: Governance, Engineering, and Maintenance". J. Softw. Evol. Process. Pietro Braione, Daniela Briola, Guglielmo De Angelis, Francesco Gallo, Francesco Poggi, Giovanni Quattrocchi
2022	A	`conf`	Blockchain-Oriented Services Computing in Action: Insights from a User Study. ICSOC Giovanni Quattrocchi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2022	J	`jnl`	Blockchain-Oriented Services Computing in Action: Insights from a User Study. CoRR Giovanni Quattrocchi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2022	A	`conf`	DeepThought: A Reputation and Voting-Based Blockchain Oracle. ICSOC Marco Di Gennaro, Lorenzo Italiano, Giovanni Meroni, Giovanni Quattrocchi
2022	J	`jnl`	DeepThought: a Reputation and Voting-based Blockchain Oracle. CoRR Marco Di Gennaro, Lorenzo Italiano, Giovanni Meroni, Giovanni Quattrocchi
2022	J	`jnl`	Microservice Architecture Practices and Experience: a Focused Look on Docker Configuration Files. CoRR Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri
2022	A	`conf`	NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the Edge. SEAMS Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano
2022	J	`jnl`	NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the Edge. CoRR Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano
2022	J	`jnl`	Predictive maintenance of infrastructure code using "fluid" datasets: An exploratory study on Ansible defect proneness. J. Softw. Evol. Process. Giovanni Quattrocchi, Damian Andrew Tamburri
2022	A	`conf`	Training and Serving Machine Learning Models at Scale. ICSOC Luciano Baresi, Giovanni Quattrocchi
2022	J	`jnl`	Training and Serving Machine Learning Models at Scale. CoRR Luciano Baresi, Giovanni Quattrocchi
2021	—	`conf`	Federated Machine Learning as a Self-Adaptive Problem. SEAMS@ICSE Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
2021	J	`jnl`	Fine-Grained Dynamic Resource Allocation for Big-Data Applications. IEEE Trans. Software Eng. Luciano Baresi, Alberto Leva, Giovanni Quattrocchi
2021	Misc	`conf`	Intelligent re-deployment feedback loop for hybrid applications. SYSTOR Kalman Z. Meth, Indika Kumara, Giovanni Quattrocchi
2021	A	`conf`	KOSMOS: Vertical and Horizontal Resource Autoscaling for Kubernetes. ICSOC Luciano Baresi, Davide Yi Xian Hu, Giovanni Quattrocchi, Luca Terracciano
2021	A	`conf`	Pangaea: Semi-automated Monolith Decomposition into Microservices. ICSOC Simone Staffa, Giovanni Quattrocchi, Alessandro Margara, Gianpaolo Cugola
2021	A	`conf`	Resource Management for TensorFlow Inference. ICSOC Luciano Baresi, Giovanni Quattrocchi, Nicholas Rasi
2021	J	`jnl`	SODALITE@RT: Orchestrating Applications on Cloud-Edge Infrastructures. J. Grid Comput. Indika Kumara, Paul Mundt, Kamil Tokmakov, Dragan Radolovic, Alexander Maslennikov, Román Sosa González, Jorge Fernández-Fabeiro, Giovanni Quattrocchi, Kalman Z. Meth, Elisabetta Di Nitto, Damian A. Tamburri, Willem-Jan van den Heuvel, Georgios Meditskos
2020	A	`conf`	A Simulation-based Comparison between Industrial Autoscaling Solutions and COCOS for Cloud Applications. ICWS Luciano Baresi, Giovanni Quattrocchi
2020	A	`conf`	Automated Quality Assessment of Incident Tickets for Smart Service Continuity. ICSOC Luciano Baresi, Giovanni Quattrocchi, Damian Andrew Tamburri, Willem-Jan van den Heuvel
2020	A	`conf`	COCOS: A Scalable Architecture for Containerized Heterogeneous Systems. ICSA Luciano Baresi, Giovanni Quattrocchi
2020	—	`conf`	Quality Assurance of Heterogeneous Applications: The SODALITE Approach. ESOCC Workshops Indika Kumara, Giovanni Quattrocchi, Damian A. Tamburri, Willem-Jan van den Heuvel
2020	J	`jnl`	Quality Assurance of Heterogeneous Applications: The SODALITE Approach. CoRR Indika Kumara, Giovanni Quattrocchi, Damian A. Tamburri, Willem-Jan van den Heuvel
2020	J	`jnl`	Using formal verification to evaluate the execution time of Spark applications. Formal Aspects Comput. Luciano Baresi, Marcello M. Bersani, Francesco Marconi, Giovanni Quattrocchi, Matteo Rossi
2019	J	`jnl`	A Unified Model for the Mobile-Edge-Cloud Continuum. ACM Trans. Internet Techn. Luciano Baresi, Danilo Filgueira Mendonça, Martin Garriga, Sam Guinea, Giovanni Quattrocchi
2019	—	`conf`	Big-Data Applications as Self-Adaptive Systems of Systems. ISSRE Workshops Luciano Baresi, Giovanni Denaro, Giovanni Quattrocchi
2019	A	`conf`	PAPS: A Framework for Decentralized Self-management at the Edge. ICSOC Luciano Baresi, Danilo Filgueira Mendonça, Giovanni Quattrocchi
2019	—	`conf`	Symbolic execution-driven extraction of the parallel execution plans of Spark applications. ESEC/SIGSOFT FSE Luciano Baresi, Giovanni Denaro, Giovanni Quattrocchi
2018	—	`—`	Fast and fine-grained elastic resource provisioning for modern software systems. Giovanni Quattrocchi
2018	—	`conf`	On the Timed Analysis of Big-Data Applications. NFM Francesco Marconi, Giovanni Quattrocchi, Luciano Baresi, Marcello M. Bersani, Matteo Rossi
2018	—	`conf`	Towards Vertically Scalable Spark Applications. Euro-Par Workshops Luciano Baresi, Giovanni Quattrocchi
2016	—	`conf`	A discrete-time feedback controller for containerized cloud applications. SIGSOFT FSE Luciano Baresi, Sam Guinea, Alberto Leva, Giovanni Quattrocchi
2016	—	`conf`	MicroCloud: A Container-Based Solution for Efficient Resource Management in the Cloud. SmartCloud Luciano Baresi, Sam Guinea, Giovanni Quattrocchi, Damian A. Tamburri
2016	J	`jnl`	Wind Fields From C- and X-Band SAR Images at VV Polarization in Coastal Area (Gulf of Oristano, Italy). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Stefano Zecchetto, Francesco De Biasio, Antonio Della Valle, Giovanni Quattrocchi, Enrico Cadau, Andrea Cucco
2015	—	`conf`	Distributed Coordinated Adaptation of Cloud-Based Applications. SEFM Workshops Luciano Baresi, Sam Guinea, Giovanni Quattrocchi
2015	C	`conf`	Wind fields from COSMO-SkyMed and RADARSAT-2 SAR in coastal areas. IGARSS Stefano Zecchetto, Francesco De Biasio, Antonio Della Valle, Andrea Cucco, Giovanni Quattrocchi, Enrico Cadau
2014	—	`conf`	A Comprehensive Resource Management Solution for Web-based Systems. ICAC Filippo Seracini, Massimiliano Menarini, Ingolf Krueger, Luciano Baresi, Sam Guinea, Giovanni Quattrocchi