Sergio Moreschini

52 papers A 3B 6C 1Journal 23Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Comparing Cloud-Native MLOps Platforms: AWS, Azure, GCP, and Databricks.
IEEE Softw.
Sergio Moreschini, David Hästbacka, Davide Taibi
2026 J jnl
Generative AI for software architecture. Applications, challenges, and future directions.
J. Syst. Softw.
Matteo Esposito, Xiaozhou Li, Sergio Moreschini, Noman Ahmad, Tomás Cerný, Karthik Vaidhyanathan, Valentina Lenarduzzi, Davide Taibi
2026 J jnl
Self-Organizing Edge Computing Distribution Framework for Visual SLAM.
IEEE Robotics Autom. Lett.
Jussi Kalliola, Lauri Suomela, Sergio Moreschini, David Hästbacka
2026 J jnl
The Evolution of Technical Debt from DevOps to Generative AI: A multivocal literature review.
J. Syst. Softw.
Sergio Moreschini, Elvira-Maria Arvanitou, Elisavet-Persefoni Kanidou, Nikolaos Nikolaidis, Ruoyu Su, Apostolos Ampatzoglou, Alexander Chatzigeorgiou, Valentina Lenarduzzi
2025 J jnl
AI Techniques in the Microservices Life-Cycle: a Systematic Mapping Study.
Computing
Sergio Moreschini, Shahrzad Pour, Ivan Lanese, Daniel Balouek, Justus Bogner, Xiaozhou Li, Fabiano Pecorelli, Jacopo Soldani, Eddy Truyen, Davide Taibi
2025 — conf
Choreography at the Edge: A Multivocal Literature Review.
SOSE
Aminul Didar Islam, Sergio Moreschini, David Hästbacka, Slinger Jansen, Davide Taibi
2025 — conf
Edge Containerization: A Multivocal Review of Orchestration and Offloading Strategies.
SOSE
Muhammad Shahroz Abbas, Karthikeyan Dinesh Kumar, Sergio Moreschini, Anna-Sofia Paavonen, David Hästbacka, Niko Mäkitalo, Davide Taibi
2025 J jnl
Generative AI for Software Architecture. Applications, Trends, Challenges, and Future Directions.
CoRR
Matteo Esposito, Xiaozhou Li, Sergio Moreschini, Noman Ahmad, Tomás Cerný, Karthik Vaidhyanathan, Valentina Lenarduzzi, Davide Taibi
2025 J jnl
Self-Organizing Edge Computing Distribution Framework for Visual SLAM.
CoRR
Jussi Kalliola, Lauri Suomela, Sergio Moreschini, David Hästbacka
2025 J jnl
Towards a Small Language Model Lifecycle Framework.
CoRR
Parsa Miraghaei, Sergio Moreschini, Antti Kolehmainen, David Hästbacka
2024 B conf
6GSoft: Software for Edge-to-Cloud Continuum.
SEAA
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
2024 J jnl
6GSoft: Software for Edge-to-Cloud Continuum.
CoRR
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
2024 B conf
Best Practices for Resource Provisioning Declaration Within the Cognitive Cloud Continuum.
SEAA
Sergio Moreschini, Michele Albano, David Hästbacka
2024 B conf
Continuous Training vs. Transfer Learning on Edge and Fog Environments: A Steam Detection use Case.
SEAA
Ari Kukkaro, Sergio Moreschini, David Hästbacka
2024 — conf
Distributed Home Automation with Home Assistant.
IoT
Anders Peter Aavild, Aleksander Rosenkrantz de Lasson, Christian Moesgaard Andersen, Erik Christensen, Sergio Moreschini, David Hästbacka, Davide Taibi, Michele Albano
2024 J jnl
Edge to cloud tools: A Multivocal Literature Review.
J. Syst. Softw.
Sergio Moreschini, Elham Younesian, David Hästbacka, Michele Albano, Jiri Hosek, Davide Taibi
2024 — conf
Identifying and Visualizing Key Scenarios in a Serverless Edge-Node System.
IoT
Casper Bruun Christensen, Emily Treadwell Pedersen, Matthias Munch Jakobsen, Rasmus Louie Jensen, Sergio Moreschini, Junior Dongo, Davide Taibi, Michele Albano
2024 — conf
Towards a Technical Debt for AI-based Recommender System.
TechDebt@ICSE
Sergio Moreschini, Valentina Lenarduzzi, Ludovik Coba
2023 J jnl
AI Techniques in the Microservices Life-Cycle: A Survey.
CoRR
Sergio Moreschini, Shahrzad Pour, Ivan Lanese, Daniel Balouek-Thomert, Justus Bogner, Xiaozhou Li, Fabiano Pecorelli, Jacopo Soldani, Eddy Truyen, Davide Taibi
2023 — —
Applications of MLOps in the Cognitive Cloud Continuum.
Sergio Moreschini
2023 C conf
Can We Trust the Default Vulnerabilities Severity?
SCAM
Matteo Esposito, Sergio Moreschini, Valentina Lenarduzzi, David Hästbacka, Davide Falessi
2023 — conf
Edge Computing Tasks Orchestration: An Energy-Aware Approach.
EDGE
Johan Løhde Thomsen, Kristian Dragsbæk Schmidt Thomsen, Rasmus Borrisholt Schmidt, Søren D. Jakobsgaard, Thor Beregaard, Michele Albano, Sergio Moreschini, Davide Taibi
2023 J jnl
Edge to Cloud Tools: A Multivocal Literature Review.
CoRR
Sergio Moreschini, Elham Younesian, David Hästbacka, Michele Albano, Jiri Hosek, Davide Taibi
2023 — conf
Fault Tolerant Horizontal Computation Offloading.
EDGE
Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi
2023 — conf
FlexConnect: Mobile Computational Offloading.
eSAAM
Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi
2023 — conf
MLOps Pipeline Development: The OSSARA Use Case.
RACS
Sergio Moreschini, David Hästbacka, Davide Taibi
2023 J jnl
The anatomy of a vulnerability database: A systematic mapping study.
J. Syst. Softw.
Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Fabio Palomba, Davide Taibi
2023 J jnl
Toward End-to-End MLOps Tools Map: A Preliminary Study based on a Multivocal Literature Review.
CoRR
Sergio Moreschini, Gilberto Recupito, Valentina Lenarduzzi, Fabio Palomba, David Hästbacka, Davide Taibi
2023 J jnl
Towards a Technical Debt for Recommender System.
CoRR
Sergio Moreschini, Ludovik Coba, Valentina Lenarduzzi
2023 J jnl
Workrs: Fault Tolerant Horizontal Computation Offloading.
CoRR
Alexander Droob, Daniel Morratz, Frederik Langkilde Jakobsen, Jacob Carstensen, Magnus Mathiesen, Rune Bohnstedt, Michele Albano, Sergio Moreschini, Davide Taibi
2022 B conf
A Multivocal Literature Review of MLOps Tools and Features.
SEAA
Gilberto Recupito, Fabiano Pecorelli, Gemma Catolino, Sergio Moreschini, Dario Di Nucci, Fabio Palomba, Damian A. Tamburri
2022 J jnl
A machine and deep learning analysis among SonarQube rules, product, and process metrics for fault prediction.
Empir. Softw. Eng.
Francesco Lomio, Sergio Moreschini, Valentina Lenarduzzi
2022 B conf
Anomaly Detection in Cloud-Native Systems.
SEAA
Francesco Lomio, Sergio Moreschini, Xiaozhou Li, Valentina Lenarduzzi
2022 B conf
Applications of MLOps in the Cognitive Cloud Continuum.
PROFES
Sergio Moreschini
2022 J jnl
Cloud Continuum: The Definition.
IEEE Access
Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, David Hästbacka, Davide Taibi
2022 — conf
Cognitive Cloud: The Definition.
DCAI (1)
Sergio Moreschini, Fabiano Pecorelli, Xiaozhou Li, Sonia Naz, Michele Albano, David Hästbacka, Davide Taibi
2022 J jnl
Exploring factors and metrics to select open source software components for integration: An empirical study.
J. Syst. Softw.
Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Davide Taibi
2022 A conf
Knowledge Management Challenges for AI Quality.
SANER
Xiaozhou Li, Sergio Moreschini, Aleksandra Filatova, Davide Taibi
2022 A conf
MLOps for evolvable AI intensive software systems.
SANER
Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi
2022 J jnl
OSSARA: Abandonment Risk Assessment for Embedded Open Source Components.
IEEE Softw.
Xiaozhou Li, Sergio Moreschini, Fabiano Pecorelli, Davide Taibi
2022 — conf
Smart Edge Service Update Scheduler: An Industrial Use Case.
ICSOC Workshops
Sergio Moreschini, Francesco Lomio, David Hästbacka, Davide Taibi
2022 A conf
Towards a Robust Approach to Analyze Time-Dependent Data in Software Engineering.
SANER
Nyyti Saarimäki, Sergio Moreschini, Francesco Lomio, Rafael Peñaloza, Valentina Lenarduzzi
2022 — conf
Volumetric segmentation for integral microscopy with Fourier plane recording.
Image Processing: Algorithms and Systems
Sergio Moreschini, Robert Bregovic, Atanas P. Gotchev
2021 J jnl
Exploring Factors and Measures to Select Open Source Software.
CoRR
Xiaozhou Li, Sergio Moreschini, Zheying Zhang, Davide Taibi
2021 J jnl
Fault Prediction based on Software Metrics and SonarQube Rules. Machine or Deep Learning?
CoRR
Francesco Lomio, Sergio Moreschini, Valentina Lenarduzzi
2021 — conf
OSS PESTO: An Open Source Software Project Evaluation and Selection TOol.
OSS
Xiaozhou Li, Sergio Moreschini
2021 J jnl
OSS PESTO: An Open Source Software Project Evaluation and Selection TOol.
CoRR
Xiaozhou Li, Sergio Moreschini
2021 — conf
Software Quality for AI: Where We Are Now?
SWQD
Valentina Lenarduzzi, Francesco Lomio, Sergio Moreschini, Davide Taibi, Damian Andrew Tamburri
2020 — conf
RARE: a labeled dataset for cloud-native memory anomalies.
MaLTeSQuE@ESEC/SIGSOFT FSE
Francesco Lomio, Diego Martinez-Baselga, Sergio Moreschini, Heikki Huttunen, Davide Taibi
2019 — conf
Shearlet-Based Light Field Reconstruction of Scenes with Non-Lambertian Properties.
EUVIP
Sergio Moreschini, Robert Bregovic, Atanas P. Gotchev
2018 — conf
Continuous Refocusing for Integral Microscopy with Fourier Plane Recording.
EUSIPCO
Sergio Moreschini, Gabriele Scrofani, Robert Bregovic, Genaro Saavedra, Atanas P. Gotchev
2017 — conf
Uncoordinated multi-user video streaming in VANETs using Skype.
CAMAD
Evgeny Belyaev, Sergio Moreschini, Alexey V. Vinel