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Sergio Moreschini

 https://orcid.org/0000-0002-5582-9487
20172025

Research activity per year

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  • 2025

    AI Techniques in the Microservices Life-Cycle: a Systematic Mapping Study

    Moreschini, S., Pour, S., Lanese, I., Balouek, D., Bogner, J., Li, X., Pecorelli, F., Soldani, J., Truyen, E. & Taibi, D., Apr 2025, In: Computing. 107, 4, 100.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    1 Downloads (Pure)

  • Distributed Home Automation with Home Assistant

    Aavild, A. P., de Lasson, A. R., Andersen, C. M., Christensen, E., Moreschini, S., Hästbacka, D., Taibi, D. & Albano, M., Mar 2025, IoT '24: Proceedings of the 14th International Conference on the Internet of Things. Peltonen, E., Hyrynsalmi, S., Wagner, I., Rellermeyer, J. & Mohan, N. (eds.). ACM, p. 206-212

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    6 Downloads (Pure)

  • Identifying and Visualizing Key Scenarios in a Serverless Edge-Node System

    Christensen, C. B., Pedersen, E. T., Jakobsen, M. M., Jensen, R. L., Moreschini, S., Dongo, J., Taibi, D. & Albano, M., 31 Mar 2025, IoT '24: Proceedings of the 14th International Conference on the Internet of Things. Peltonen, E., Hyrynsalmi, S., Wagner, I., Rellermeyer, J. & Mohan, N. (eds.). ACM, p. 213-219

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Downloads (Pure)
  • 2024

    6GSoft: Software for Edge-to-Cloud Continuum

    Akbar, M. A., Esposito, M., Hyrynsalmi, S., Kumar, K. D., Lenarduzzi, V., Li, X., Mehraj, A., Mikkonen, T., Moreschini, S., Mäkitalo, N., Oivo, M., Paavonen, A.-S., Parveen, R., Smolander, K., Su, R., Systä, K., Taibi, D., Yang, N., Zhang, Z. & Zohaib, M., 27 Dec 2024, 2024 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 499-506 (Proceedings of the EUROMICRO Conference on Software Engineering and Advanced Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

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

    Moreschini, S., Albano, M. & Hästbacka, D., 27 Dec 2024, 2024 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 134-137 (Proceedings of the EUROMICRO Conference on Software Engineering and Advanced Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Downloads (Pure)

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

    Kukkaro, A., Moreschini, S. & Hästbacka, D., 27 Dec 2024, 2024 50th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). IEEE, p. 138-141 (Proceedings of the EUROMICRO Conference on Software Engineering and Advanced Applications).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Downloads (Pure)

  • Edge to cloud tools: A Multivocal Literature Review

    Moreschini, S., Younesian, E., Hästbacka, D., Albano, M., Hošek, J. & Taibi, D., Apr 2024, In: Journal of Systems and Software. 210, 111942.

    Research output: Contribution to journal › Review Article › peer-review

    Open Access
    File
    2 Citations (Scopus)
    40 Downloads (Pure)

  • Towards a Technical Debt for AI-based Recommender System

    Moreschini, S., Coba, L. & Lenarduzzi, V., 14 Apr 2024, Proceedings - 2024 ACM/IEEE International Conference on Technical Debt, TechDebt 2024. ACM, p. 36-39 4 p. (Proceedings - 2024 ACM/IEEE International Conference on Technical Debt, TechDebt 2024).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Downloads (Pure)
  • 2023

    Applications of MLOps in the Cognitive Cloud Continuum

    Moreschini, S., 2023, Tampere: Tampere University. (Tampere University Dissertations - Tampereen yliopiston väitöskirjat; vol. 861)

    Research output: Book/Report › Doctoral thesis › Collection of Articles

    Open Access

  • Can We Trust the Default Vulnerabilities Severity?

    Esposito, M., Moreschini, S., Lenarduzzi, V., Hästbacka, D. & Falessi, D., 2023, 2023 IEEE 23rd International Working Conference on Source Code Analysis and Manipulation (SCAM). p. 265-270 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    31 Downloads (Pure)

  • CIVIT dataset: Integral microscopy with Fourier plane recording

    Moreschini, S., Gama, F., Bregovic, R. & Gotchev, A., Feb 2023, In: Data in Brief. 46, 108819.

    Research output: Contribution to journal › Data article › peer-review

    Open Access
    File
    1 Citation (Scopus)
    21 Downloads (Pure)

  • Cognitive Cloud: The Definition

    Moreschini, S., Pecorelli, F., Li, X., Naz, S., Albano, M., Hästbacka, D. & Taibi, D., 2023, Distributed Computing and Artificial Intelligence, 19th International Conference. Springer, p. 219-229 11 p. (Lecture Notes in Networks and Systems; vol. 583).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    4 Citations (Scopus)
    49 Downloads (Pure)

  • Edge Computing Tasks Orchestration: An Energy-Aware Approach

    Thomsen, J. L., Dragsbak Schmidt Thomsen, K., Schmidt, R. B., Jakobsgaard, S. D., Beregaard, T., Albano, M., Moreschini, S. & Taibi, D., 2023, 2023 IEEE International Conference on Edge Computing and Communications, IEEE EDGE 2023: Proceedings. Ardagna, C., Awaysheh, F., Bian, H., Chang, C. K., Chang, R. N., Delicato, F., Desai, N., Fan, J., Fox, G. C., Goscinski, A., Jin, Z., Kobusinska, A. & Rana, O. (eds.). IEEE, p. 115-117 3 p. (IEEE International Conference on Edge Computing; vol. 2023-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    8 Downloads (Pure)

  • Fault Tolerant Horizontal Computation Offloading

    Droob, A., Morratz, D., Jakobsen, F. L., Carstensen, J., Mathiesen, M., Bohnstedt, R., Albano, M., Moreschini, S. & Taibi, D., 2023, 2023 IEEE International Conference on Edge Computing and Communications, IEEE EDGE 2023: Proceedings. Ardagna, C., Awaysheh, F., Bian, H., Chang, C. K., Chang, R. N., Delicato, F., Desai, N., Fan, J., Fox, G. C., Goscinski, A., Jin, Z., Kobusinska, A. & Rana, O. (eds.). IEEE, p. 177-182 6 p. (IEEE International Conference on Edge Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    7 Citations (Scopus)
    15 Downloads (Pure)

  • FlexConnect: Mobile Computational Offloading

    Droob, A., Morratz, D., Jakobsen, F. L., Carstensen, J., Mathiesen, M., Bohnstedt, R., Albano, M., Moreschini, S. & Taibi, D., 17 Oct 2023, Proceedings of 3rd Eclipse Security, AI, Architecture and Modelling Conference on Cloud to Edge Continuum, eSAAM 2023. ACM, p. 29-38 10 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    10 Downloads (Pure)

  • MLOps Pipeline Development: The OSSARA Use Case

    Moreschini, S., Hästbacka, D. & Taibi, D., 6 Aug 2023, 2023 Research in Adaptive and Convergent Systems RACS 2023: Proceedings of the 2023 International Conference on Research in Adaptive and Convergent Systems. ACM, p. 1-8 31

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    9 Downloads (Pure)

  • Smart Edge Service Update Scheduler: An Industrial Use Case

    Moreschini, S., Lomio, F., Hästbacka, D. & Taibi, D., 2023, Service-Oriented Computing – ICSOC 2022 Workshops - ASOCA, AI-PA, FMCIoT, WESOACS 2022, Proceedings. Troya, J., Mirandola, R., Navarro, E., Delgado, A., Segura, S., Fernández, P., Ortiz, G., Pautasso, C., Zirpins, C. & Ruiz-Cortés, A. (eds.). Springer, p. 171-182 12 p. (Lecture Notes in Computer Science; vol. 13821 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    11 Downloads (Pure)

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

    Li, X., Moreschini, S., Zhang, Z., Palomba, F. & Taibi, D., Jul 2023, In: Journal of Systems and Software. 201, 111679.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    85 Downloads (Pure)
  • 2022

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

    Lomio, F., Moreschini, S. & Lenarduzzi, V., 2022, In: Empirical Software Engineering. 27, 7, 189.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    8 Citations (Scopus)
    62 Downloads (Pure)

  • A Multivocal Literature Review of MLOps Tools and Features

    Recupito, G., Pecorelli, F., Catolino, G., Moreschini, S., Nucci, D. D., Palomba, F. & Tamburri, D. A., 2022, 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA). Callico, G. M., Hebig, R. & Wortmann, A. (eds.). IEEE, p. 84-91 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    26 Citations (Scopus)
    103 Downloads (Pure)

  • Anomaly Detection in Cloud-Native Systems

    Lomio, F., Moreschini, S., Li, X. & Lenarduzzi, V., 2022, 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA): Proceedings. Callico, G. M., Hebig, R. & Wortmann, A. (eds.). IEEE, p. 100-103 4 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    26 Downloads (Pure)

  • Applications of MLOps in the Cognitive Cloud Continuum

    Moreschini, S., 14 Nov 2022, Product-Focused Software Process Improvement. PROFES 2022.. Springer, p. 650–655 6 p. (Lecture Notes in Computer Science; vol. 13709).

    Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

    Open Access
    File
    1 Citation (Scopus)
    11 Downloads (Pure)

  • Cloud Continuum: The Definition

    Moreschini, S., Pecorelli, F., Li, X., Naz, S., Hästbacka, D. & Taibi, D., 2022, In: IEEE Access. 10, p. 131876 - 131886

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    59 Citations (Scopus)
    335 Downloads (Pure)

  • Exploring Factors and Metrics to Select Open Source Software Components for Integration: An Empirical Study

    Li, X., Moreschini, S., Zhang, Z. & Taibi, D., Jun 2022, In: Journal of Systems and Software. 188, 111255.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    17 Citations (Scopus)
    62 Downloads (Pure)

  • Knowledge Management Challenges for AI Quality

    Li, X., Moreschini, S., Filatova, A. & Taibi, D., 2022, 1st Workshop on Software Quality Assurance for Artificial Intelligence (SQA4AI 2021). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    29 Downloads (Pure)

  • MLOps for evolvable AI intensive software systems

    Moreschini, S., Lomio, F., Hästbacka, D. & Taibi, D., 21 Jul 2022, Proceedings 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering. IEEE, p. 1293-1294 (Proceedings of the International Conference on Software Maintenance and Reengineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    19 Citations (Scopus)
    88 Downloads (Pure)

  • OSSARA: Abandonment Risk Assessment for Embedded Open Source Components

    Li, X., Moreschini, S., Pecorelli, F. & Taibi, D., 2022, In: IEEE Software. 39, 4, 7 p.

    Research output: Contribution to journal › Article › Scientific › peer-review

    Open Access
    File
    7 Citations (Scopus)
    9 Downloads (Pure)

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

    Kinnunen, N., Moreschini, S., Lomio, F., Penaloza, R. & Lenarduzzi, V., 15 Mar 2022, IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER2022). IEEE, 5 p. (European Conference on Software Maintenance and Reengineering. Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    17 Downloads (Pure)

  • Volumetric Segmentation for Integral Microscopy with Fourier Plane Recording

    Moreschini, S., Bregovic, R. & Gotchev, A., 2022, Proc. IS&T Int’l. Symp. on Electronic Imaging: Image Processing: Algorithms and Systems, 2022. 10 ed. Vol. 34. 6 p. (IS and T International Symposium on Electronic Imaging Science and Technology).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    1 Citation (Scopus)
  • 2021

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

    Li, X. & Moreschini, S., 12 May 2021, Open Source Systems - 17th IFIP WG 2.13 International Conference, OSS 2021, Proceedings. Taibi, D., Lenarduzzi, V., Kilamo, T. & Zacchiroli, S. (eds.). Springer, p. 42-50 9 p. (IFIP Advances in Information and Communication Technology; vol. 624).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    3 Citations (Scopus)
    5 Downloads (Pure)

  • Software Quality for AI: Where We Are Now?

    Lenarduzzi, V., Lomio, F., Moreschini, S., Taibi, D. & Tamburri, D. A., 2021, Software Quality: Future Perspectives on Software Engineering Quality: 13th International Conference, SWQD 2021, Vienna, Austria, January 19–21, 2021, Proceedings. Winkler, D., Biffl, S., Mendez, D., Wimmer, M. & Bergsmann, J. (eds.). Springer, p. 43-53 11 p. (Lecture Notes in Business Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    26 Citations (Scopus)
    195 Downloads (Pure)
  • 2020

    RARE: a labeled dataset for cloud-native memory anomalies

    Lomio, F., Martínez Baselga, D., Moreschini, S., Huttunen, H. & Taibi, D., 2020, MaLTeSQuE 2020: Proceedings of the 4th ACM SIGSOFT International Workshop on Machine-Learning Techniques for Software-Quality Evaluation. Khomh, F., Salza, P. & Catolino, G. (eds.). ACM, p. 19-24 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    5 Citations (Scopus)
    24 Downloads (Pure)
  • 2019

    CIVIT dataset: Horizontal-parallax-only densely-sampled light-fields

    Moreschini, S., Gama, F., Bregovic, R. & Gotchev, A., 2019, European Light Field Imaging (ELFI) Workshop.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional

    Open Access

  • CIVIT dataset: Stereoscopic 3D-360 videos of typical media production use cases

    Gama, F., Moreschini, S., Huttu-Hiltunen, I., Suominen, O., Bregovic, R. & Gotchev, A., 2019, European Light Field Imaging (ELFI) Workshop.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional

    Open Access

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

    Moreschini, S., Bregovic, R. & Gotchev, A., Oct 2019, 2019 8th European Workshop on Visual Information Processing (EUVIP). IEEE, p. 140-145 6 p. (European Workshop on Visual Information Processing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    6 Citations (Scopus)
    37 Downloads (Pure)
  • 2018

    Continuous Refocusing for Integral Microscopy with Fourier Plane Recording

    Moreschini, S., Scrofani, G., Bregovic, R., Saavedra, G. & Gotchev, A., Sept 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 216-220 5 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    Open Access
    File
    2 Citations (Scopus)
    28 Downloads (Pure)
  • 2017

    Uncoordinated multi-user video streaming in VANETs using Skype

    Belyaev, E., Moreschini, S. & Vinel, A., 11 Sept 2017, 2017 IEEE 22nd International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD 2017. IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

    4 Citations (Scopus)