Ilias Gerostathopoulos
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
47
Venues
13
Active years
2014–2026
Best venue rank
A*
Where they publish
Papers
47 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICSA | Human-in-the-Loop in MLOps: A Systematic Review on Balancing Automation and Human Oversight. | Louisa Klter, Dra Kementzey, Faezeh Amou Najafabadi, Keerthiga Rajenthiram, Ilias Gerostathopoulos |
| 2026 | SEAMS | Ubi-AAL: A Self-Adaptive Ubiquitous Computing System Problem Exemplar in Ambient Assisted Living. | Javier Cmara, Ilias Gerostathopoulos, Livia Lestingi, Michele Loreti, Hiroyuki Nakagawa, Marjan Sirjani, Kenji Tei |
| 2025 | CAIN | How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration. | Shreyas Kumar Parida, Ilias Gerostathopoulos, Justus Bogner |
| 2025 | CAIN | Towards Continuous Experiment-Driven MLOps. | Keerthiga Rajenthiram, Milad Abdullah, Ilias Gerostathopoulos, Petr Hnetynka, Toms Bures, Gerard Pons, Besim Bilalli, Anna Queralt |
| 2025 | ECSA | SURE! A Catalog of Uncertainties and RELAXed Requirements for Self-adaptive Systems. | Claudia Raibulet, Ilias Gerostathopoulos, Osman Abdelmukaram |
| 2025 | MODELSWARD | A Model-Based Approach to Experiment-Driven Evolution of ML Workflows. | Petr Hnetynka, Toms Bures, Ilias Gerostathopoulos, Milad Abdullah, Keerthiga Rajenthiram |
| 2024 | ECSA | An Analysis of MLOps Architectures: A Systematic Mapping Study. | Faezeh Amou Najafabadi, Justus Bogner, Ilias Gerostathopoulos, Patricia Lago |
| 2024 | ICSE | Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations. | Joran Leest, Claudia Raibulet, Ilias Gerostathopoulos, Patricia Lago |
| 2023 | ICSA | Evolvability of Machine Learning-based Systems: An Architectural Design Decision Framework. | Joran Leest, Ilias Gerostathopoulos, Claudia Raibulet |
| 2023 | RE | What's Next in my Backlog? Time Series Analysis of User Reviews. | Gran H. Strnstad, Ilias Gerostathopoulos, Emitz Guzmn |
| 2023 | SEAMS | SUAVE: An Exemplar for Self-Adaptive Underwater Vehicles. | Gustavo Rezende Silva, Juliane Pler, Jeroen Zwanepol, Elvin Alberts, Silvia Lizeth Tapia Tarifa, Ilias Gerostathopoulos, Einar Broch Johnsen, Carlos Hernndez Corbato |
| 2022 | ECSA | MockSAS: Facilitating the Evaluation of Bandit Algorithms in Self-adaptive Systems. | Elvin Alberts, Ilias Gerostathopoulos, Toms Bures |
| 2022 | ICSA | Assessing Self-Adaptation Strategies Using Cost-Benefit Analysis. | Ilias Gerostathopoulos, Claudia Raibulet, Elvin Alberts |
| 2022 | ICSE | Expressing the Adaptation Intent as a Sustainability Goal. | Ilias Gerostathopoulos, Claudia Raibulet, Patricia Lago |
| 2022 | ISoLA | Measuring Convergence Inertia: Online Learning in Self-adaptive Systems with Context Shifts. | Elvin Alberts, Ilias Gerostathopoulos |
| 2022 | SEAMS | Emergent Web Server: An Exemplar to Explore Online Learning in Compositional Self-Adaptive Systems. | Roberto Rodrigues Filho, Elvin Alberts, Ilias Gerostathopoulos, Barry Porter, Fbio M. Costa |
| 2022 | SEAMS | Preliminary Results of a Survey on the Use of Self-Adaptation in Industry. | Danny Weyns, Ilias Gerostathopoulos, Nadeem Abbas, Jesper Andersson, Stefan Biffl, Premek Brada, Toms Bures, Amleto Di Salle, Patricia Lago, Angelika Musil, Juergen Musil, Patrizio Pelliccione |
| 2021 | AINA | MEDAL: An AI-Driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence. | Vasileios Theodorou, Ilias Gerostathopoulos, Iyad Alshabani, Alberto Abell, David Breitgand |
| 2021 | ECSA | Towards a Taxonomy of Autonomous Systems. | Stefan Kugele, Ana Petrovska, Ilias Gerostathopoulos |
| 2021 | ICSE | Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study. | Justus Bogner, Roberto Verdecchia, Ilias Gerostathopoulos |
| 2021 | SEAMS | How do we Evaluate Self-adaptive Software Systems?: A Ten-Year Perspective of SEAMS. | Ilias Gerostathopoulos, Thomas Vogel, Danny Weyns, Patricia Lago |
| 2021 | SEAMS | Run-time Reasoning from Uncertain Observations with Subjective Logic in Multi-Agent Self-Adaptive Cyber-Physical Systems. | Ana Petrovska, Malte Neuss, Ilias Gerostathopoulos, Alexander Pretschner |
| 2020 | ICSA | A Toolbox for Realtime Timeseries Anomaly Detection. | Markus bbel, Ilias Gerostathopoulos, Toms Bures |
| 2020 | ICSE | Engineering for a science-centric experimentation platform. | Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland |
| 2020 | ICSE | Using component ensembles for modeling autonomic component collaboration in smart farming. | Petr Hnetynka, Toms Bures, Ilias Gerostathopoulos, Jan Pacovsky |
| 2020 | ICSE | Knowledge aggregation with subjective logic in multi-agent self-adaptive cyber-physical systems. | Ana Petrovska, Sergio Quijano, Ilias Gerostathopoulos, Alexander Pretschner |
| 2020 | ISoLA | Forming Ensembles at Runtime: A Machine Learning Approach. | Toms Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jan Pacovsky |
| 2019 | ICSA | A Framework for Tunable Anomaly Detection. | Md Rakibul Alam, Ilias Gerostathopoulos, Christian Prehofer, Alessandro Attanasi, Toms Bures |
| 2019 | ICSE | TRAPPed in traffic?: a self-adaptive framework for decentralized traffic optimization. | Ilias Gerostathopoulos, Evangelos Pournaras |
| 2018 | ECSA | Guaranteed latency applications in edge-cloud environment. | Petr Hnetynka, Petr Kubt, Rima Al Ali, Ilias Gerostathopoulos, Danylo Khalyeyev |
| 2018 | ICSA | Cost-Aware Stage-Based Experimentation: Challenges and Emerging Results. | Ilias Gerostathopoulos, Christian Prehofer, Lubomr Bulej, Toms Bures, Vojtech Hork, Petr Tuma |
| 2018 | ICSE | Adapting a system with noisy outputs with statistical guarantees. | Ilias Gerostathopoulos, Christian Prehofer, Toms Bures |
| 2017 | ADBIS | Theta Architecture: Preserving the Quality of Analytics in Data-Driven Systems. | Vasileios Theodorou, Ilias Gerostathopoulos, Sasan Amini, Riccardo Scandariato, Christian Prehofer, Miroslaw Staron |
| 2017 | ICSE | Intelligent Ensembles - A Declarative Group Description Language and Java Framework. | Filip Krijt, Zbynek Jircek, Toms Bures, Petr Hnetynka, Ilias Gerostathopoulos |
| 2017 | ICSE | Self-Adaptation Based on Big Data Analytics: A Model Problem and Tool. | Sanny Schmid, Ilias Gerostathopoulos, Christian Prehofer, Toms Bures |
| 2016 | ECSA | Architectural Homeostasis in Self-Adaptive Software-Intensive Cyber-Physical Systems. | Ilias Gerostathopoulos, Dominik Skoda, Frantisek Plsil, Toms Bures, Alessia Knauss |
| 2016 | ECSA | Towards systematic live experimentation in software-intensive systems of systems. | Ilias Gerostathopoulos, Toms Bures, Sanny Schmid, Vojtech Hork, Christian Prehofer, Petr Tuma |
| 2016 | ICSE | Model problem and testbed for experiments with adaptation in smart cyber-physical systems. | Vladimr Matena, Toms Bures, Ilias Gerostathopoulos, Petr Hnetynka |
| 2016 | SMC | QryGraph: A graphical tool for Big Data analytics. | Sanny Schmid, Ilias Gerostathopoulos, Christian Prehofer |
| 2015 | ECSA | Meta-Adaptation Strategies for Adaptation in Cyber-Physical Systems. | Ilias Gerostathopoulos, Toms Bures, Petr Hnetynka, Adam Hujecek, Frantisek Plsil, Dominik Skoda |
| 2015 | ICSE | Software Engineering Meets Control Theory. | Antonio Filieri, Martina Maggio, Konstantinos Angelopoulos, Nicols D'Ippolito, Ilias Gerostathopoulos, Andreas B. Hempel, Henry Hoffmann, Pooyan Jamshidi, Evangelia Kalyvianaki, Cristian Klein, Filip Krikava, Sasa Misailovic, Alessandro Vittorio Papadopoulos, Suprio Ray, Amir Molzam Sharifloo, Stepan Shevtsov, Mateusz Ujma, Thomas Vogel |
| 2015 | ICSE | Adaptive Exchange of Distributed Partial Models@run.time for Highly Dynamic Systems. | Sebastian Gtz, Ilias Gerostathopoulos, Filip Krikava, Adnan Shahzada, Romina Spalazzese |
| 2015 | ICSE | An Architecture Framework for Experimentations with Self-Adaptive Cyber-physical Systems. | Michal Kit, Ilias Gerostathopoulos, Toms Bures, Petr Hnetynka, Frantisek Plsil |
| 2014 | ECSA | Gossiping Components for Cyber-Physical Systems. | Toms Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plsil |
| 2014 | GI | Software Engineering for Software-Intensive Cyber-Physical Systems. | Ilias Gerostathopoulos, Jaroslav Keznikl, Toms Bures, Michal Kit, Frantisek Plsil |
| 2014 | ICSE | DEECo: an ecosystem for cyber-physical systems. | Rima Al Ali, Toms Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plsil |
| 2014 | MODELS | Model-Driven Design of Ensemble-Based Component Systems. | Ilias Gerostathopoulos |