Sergio Moreschini

According to our database, Sergio Moreschini authored at least 36 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Edge to cloud tools: A Multivocal Literature Review.

Sergio Moreschini, Elham Younesian, David Hästbacka, Michele Albano, Jiri Hosek, Davide Taibi

J. Syst. Softw., April, 2024

Towards a Technical Debt for AI-based Recommender System.

Sergio Moreschini, Valentina Lenarduzzi, Ludovik Coba

Proceedings of the 7th ACM/IEEE International Conference on Technical Debt, 2024

Best Practices for Resource Provisioning Declaration Within the Cognitive Cloud Continuum.

Sergio Moreschini, Michele Albano, David Hästbacka

Proceedings of the 50th Euromicro Conference on Software Engineering and Advanced Applications, 2024

Continuous Training vs. Transfer Learning on Edge and Fog Environments: A Steam Detection use Case.

Ari Kukkaro, Sergio Moreschini, David Hästbacka

Proceedings of the 50th Euromicro Conference on Software Engineering and Advanced Applications, 2024

6GSoft: Software for Edge-to-Cloud Continuum.

Muhammad Azeem Akbar, Matteo Esposito, Sami Hyrynsalmi, Karthikeyan Dinesh Kumar, Valentina Lenarduzzi, Xiaozhou Li, Ali Mehraj, Tommi Mikkonen, Sergio Moreschini, Niko Mäkitalo, Markku Oivo, Anna-Sofia Paavonen, Risha Parveen, Kari Smolander, Ruoyu Su, Kari Systä, Davide Taibi, Nan Yang, Zheying Zhang, Muhammad Zohaib

Proceedings of the 50th Euromicro Conference on Software Engineering and Advanced Applications, 2024

2023

The anatomy of a vulnerability database: A systematic mapping study.

Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Fabio Palomba, Davide Taibi

J. Syst. Softw., July, 2023

Towards a Technical Debt for Recommender System.

Sergio Moreschini, Ludovik Coba, Valentina Lenarduzzi

CoRR, 2023

Workrs: Fault Tolerant Horizontal Computation Offloading.

Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi

CoRR, 2023

AI Techniques in the Microservices Life-Cycle: A Survey.

Sergio Moreschini, Shahrzad Pour, Ivan Lanese, Daniel Balouek-Thomert, Justus Bogner, Xiaozhou Li, Fabiano Pecorelli, Jacopo Soldani, Eddy Truyen, Davide Taibi

CoRR, 2023

Toward End-to-End MLOps Tools Map: A Preliminary Study based on a Multivocal Literature Review.

Sergio Moreschini, Gilberto Recupito, Valentina Lenarduzzi, Fabio Palomba, David Hästbacka, Davide Taibi

CoRR, 2023

Can We Trust the Default Vulnerabilities Severity?

Matteo Esposito, Sergio Moreschini, Valentina Lenarduzzi, David Hästbacka, Davide Falessi

Proceedings of the 23rd IEEE International Working Conference on Source Code Analysis and Manipulation, 2023

FlexConnect: Mobile Computational Offloading.

Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi

Proceedings of the 3rd Eclipse Security, 2023

MLOps Pipeline Development: The OSSARA Use Case.

Sergio Moreschini, David Hästbacka, Davide Taibi

Proceedings of the 2023 International Conference on Research in Adaptive and Convergent Systems, 2023

Edge Computing Tasks Orchestration: An Energy-Aware Approach.

Johan Løhde Thomsen, Kristian Dragsbæk Schmidt Thomsen, Rasmus B. Schmidt, Søren D. Jakobsgaard, Thor Beregaard, Michele Albano, Sergio Moreschini, Davide Taibi

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

Fault Tolerant Horizontal Computation Offloading.

Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi

Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022

OSSARA: Abandonment Risk Assessment for Embedded Open Source Components.

Xiaozhou Li, Sergio Moreschini, Fabiano Pecorelli, Davide Taibi

IEEE Softw., 2022

Exploring factors and metrics to select open source software components for integration: An empirical study.

Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Davide Taibi

J. Syst. Softw., 2022

A machine and deep learning analysis among SonarQube rules, product, and process metrics for fault prediction.

Francesco Lomio, Sergio Moreschini, Valentina Lenarduzzi

Empir. Softw. Eng., 2022

Cloud Continuum: The Definition.

Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, David Hästbacka, Davide Taibi

IEEE Access, 2022

Towards a Robust Approach to Analyze Time-Dependent Data in Software Engineering.

Nyyti Saarimäki, Sergio Moreschini, Francesco Lomio, Rafael Peñaloza, Valentina Lenarduzzi

Proceedings of the IEEE International Conference on Software Analysis, 2022

MLOps for evolvable AI intensive software systems.

Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi

Proceedings of the IEEE International Conference on Software Analysis, 2022

Knowledge Management Challenges for AI Quality.

Xiaozhou Li, Sergio Moreschini, Aleksandra Filatova, Davide Taibi

Proceedings of the IEEE International Conference on Software Analysis, 2022

Applications of MLOps in the Cognitive Cloud Continuum.

Sergio Moreschini

Proceedings of the Product-Focused Software Process Improvement, 2022

Volumetric segmentation for integral microscopy with Fourier plane recording.

Sergio Moreschini, Robert Bregovic, Atanas P. Gotchev

Proceedings of the Image Processing: Algorithms and Systems XX, 2022

Smart Edge Service Update Scheduler: An Industrial Use Case.

Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi

Proceedings of the Service-Oriented Computing - ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Sevilla, Spain, November 29, 2022

A Multivocal Literature Review of MLOps Tools and Features.

Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Sergio Moreschini, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Anomaly Detection in Cloud-Native Systems.

Francesco Lomio, Sergio Moreschini, Xiaozhou Li, Valentina Lenarduzzi

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Cognitive Cloud: The Definition.

Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, Michele Albano, David Hästbacka, Davide Taibi

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2021

Fault Prediction based on Software Metrics and SonarQube Rules. Machine or Deep Learning?

Francesco Lomio, Sergio Moreschini, Valentina Lenarduzzi

CoRR, 2021

Exploring Factors and Measures to Select Open Source Software.

Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Davide Taibi

CoRR, 2021

Software Quality for AI: Where We Are Now?

Valentina Lenarduzzi, Francesco Lomio, Sergio Moreschini, Davide Taibi, Damian Andrew Tamburri

Proceedings of the Software Quality: Future Perspectives on Software Engineering Quality, 2021

OSS PESTO: An Open Source Software Project Evaluation and Selection TOol.

Xiaozhou Li, Sergio Moreschini

Proceedings of the Open Source Systems - 17th IFIP WG 2.13 International Conference, 2021

2020

RARE: a labeled dataset for cloud-native memory anomalies.

Francesco Lomio, Diego Martínez Baselga, Sergio Moreschini, Heikki Huttunen, Davide Taibi

Proceedings of the 4th ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, 2020

2019

Shearlet-Based Light Field Reconstruction of Scenes with Non-Lambertian Properties.

Sergio Moreschini, Robert Bregovic, Atanas P. Gotchev

Proceedings of the 8th European Workshop on Visual Information Processing, 2019

2018

Continuous Refocusing for Integral Microscopy with Fourier Plane Recording.

Sergio Moreschini, Gabriele Scrofani, Robert Bregovic, Genaro Saavedra, Atanas P. Gotchev

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Uncoordinated multi-user video streaming in VANETs using Skype.

Evgeny Belyaev, Sergio Moreschini, Alexey V. Vinel

Proceedings of the 22nd IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2017