Giovanni Quattrocchi

Orcid: 0000-0002-0405-9814

According to our database1, Giovanni Quattrocchi authored at least 49 papers between 2014 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2025
Atlantis end-to-end modeling to explore ecosystem dynamics in the Strait of Sicily, Central Mediterranean Sea.
Environ. Model. Softw., 2025

2024
A qualitative and quantitative analysis of container engines.
J. Syst. Softw., April, 2024

The Data Product-service Composition Frontier: A Hybrid Learning Approach.
ACM Trans. Manag. Inf. Syst., March, 2024

<i>NEPTUNE</i>: A Comprehensive Framework for Managing Serverless Functions at the Edge.
ACM Trans. Auton. Adapt. Syst., March, 2024

Autoscaling Solutions for Cloud Applications Under Dynamic Workloads.
IEEE Trans. Serv. Comput., 2024

Cromlech: Semi-Automated Monolith Decomposition Into Microservices.
IEEE Trans. Serv. Comput., 2024

The Blockchain Trilemma: An Evaluation Framework.
IEEE Softw., 2024

How have iOS Development Technologies Changed over Time? A Study in Open-Source.
Proceedings of the IEEE/ACM 11th International Conference on Mobile Software Engineering and Systems, 2024

Trustworthy Collaborative Business Intelligence Using Zero-Knowledge Proofs and Blockchains.
Proceedings of the Intelligent Information Systems, 2024

2023
A multi-faceted analysis of the performance variability of virtual machines.
Softw. Pract. Exp., November, 2023

Making service continuity smarter with artificial intelligence: An approach and its evaluation.
Softw. Pract. Exp., October, 2023

Infrastructure as Code.
IEEE Softw., 2023

Open Challenges in Federated Machine Learning.
IEEE Internet Comput., 2023

Advanced Serverless Edge Computing.
Proceedings of the Service-Oriented Computing - ICSOC 2023 Workshops - AI-PA, ASOCA, SAPD, SQS, SSCOPE, WESOACS and Satellite Events, Rome, Italy, November 28, 2023

Dependency-Aware Resource Allocation for Serverless Functions at the Edge.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023

2<sup>nd</sup> International Workshop on the Foundations of Infrastructure Specification and Testing : FIST 2023.
Proceedings of the 20th International Conference on Software Architecture, 2023

2022
Predictive maintenance of infrastructure code using "fluid" datasets: An exploratory study on Ansible defect proneness.
J. Softw. Evol. Process., 2022

About the special issue on: "Distributed Complex Systems: Governance, Engineering, and Maintenance".
J. Softw. Evol. Process., 2022

Microservice Architecture Practices and Experience: a Focused Look on Docker Configuration Files.
CoRR, 2022

NEPTUNE: Network- and GPU-aware Management of Serverless Functions at the Edge.
Proceedings of the International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022

A declarative modelling framework for the deployment and management of blockchain applications.
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems, 2022

Blockchain-Oriented Services Computing in Action: Insights from a User Study.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

DeepThought: A Reputation and Voting-Based Blockchain Oracle.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

Training and Serving Machine Learning Models at Scale.
Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

2021
Fine-Grained Dynamic Resource Allocation for Big-Data Applications.
IEEE Trans. Software Eng., 2021

SODALITE@RT: Orchestrating Applications on Cloud-Edge Infrastructures.
J. Grid Comput., 2021

Intelligent re-deployment feedback loop for hybrid applications.
Proceedings of the SYSTOR '21: The 14th ACM International Systems and Storage Conference, 2021

Federated Machine Learning as a Self-Adaptive Problem.
Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

Pangaea: Semi-automated Monolith Decomposition into Microservices.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

Resource Management for TensorFlow Inference.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

KOSMOS: Vertical and Horizontal Resource Autoscaling for Kubernetes.
Proceedings of the Service-Oriented Computing - 19th International Conference, 2021

2020
Using formal verification to evaluate the execution time of Spark applications.
Formal Aspects Comput., 2020

A Simulation-based Comparison between Industrial Autoscaling Solutions and COCOS for Cloud Applications.
Proceedings of the 2020 IEEE International Conference on Web Services, 2020

Automated Quality Assessment of Incident Tickets for Smart Service Continuity.
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020

COCOS: A Scalable Architecture for Containerized Heterogeneous Systems.
Proceedings of the 2020 IEEE International Conference on Software Architecture, 2020

Quality Assurance of Heterogeneous Applications: The SODALITE Approach.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2020

2019
A Unified Model for the Mobile-Edge-Cloud Continuum.
ACM Trans. Internet Techn., 2019

Symbolic execution-driven extraction of the parallel execution plans of Spark applications.
Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Big-Data Applications as Self-Adaptive Systems of Systems.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

PAPS: A Framework for Decentralized Self-management at the Edge.
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019

2018
Fast and fine-grained elastic resource provisioning for modern software systems.
PhD thesis, 2018

On the Timed Analysis of Big-Data Applications.
Proceedings of the NASA Formal Methods - 10th International Symposium, 2018

Towards Vertically Scalable Spark Applications.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

2016
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., 2016

MicroCloud: A Container-Based Solution for Efficient Resource Management in the Cloud.
Proceedings of the 2016 IEEE International Conference on Smart Cloud, 2016

A discrete-time feedback controller for containerized cloud applications.
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

2015
Distributed Coordinated Adaptation of Cloud-Based Applications.
Proceedings of the Software Engineering and Formal Methods, 2015

Wind fields from COSMO-SkyMed and RADARSAT-2 SAR in coastal areas.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Comprehensive Resource Management Solution for Web-based Systems.
Proceedings of the 11th International Conference on Autonomic Computing, 2014


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