Publications

  1. Ilias Gerostathopoulos, Alexander Auf der Strasse
    Online Experiment-Driven Learning and Adaptation
    Model-Based Engineering of Collaborative Embedded Systems, Springer
    [DOI] [PDF]
  2. Lubomir Bulej, Tomas Bures, Adam Filandr, Petr Hnetynka, Iveta Hnetynkova, Jan Pacovsky, Gabor Sandor, Ilias Gerostathopoulos
    Managing Latency in Edge-Cloud Environment
    Elsevier's Journal of Systems and Software (JSS), Volume 172, February 2021
    [DOI] [PDF]
  3. Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jan Pacovsky
    Forming Ensembles at Runtime: A Machine Learning Approach
    9th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation (ISOLA 2020)
    [DOI] [PDF]
  4. Markus Bobel, Ilias Gerostathopoulos, Tomas Bures
    A Toolbox for Realtime Timeseries Anomaly Detection
    IEEE International Conference on Software Architecture (ICSA 2020), to appear.
    [DOI] [PDF]
  5. Nikos Diamantopoulos, Jeffrey Wong, David Issa Mattos, Ilias Gerostathopoulos, Matthew Wardrop, Tobias Mao, Colin McFarland
    Engineering for a Science-Centric Experimentation Platform
    42nd International Conference on Software Engineering (ICSE 2020), to appear.
    [DOI] [PDF]
  6. Petr Hnetynka, Tomas Bures, Ilias Gerostathopoulos, Jan Pacovsky
    Using Component Ensembles for Modeling Autonomic Component Collaboration in Smart Farming
    15th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2020), to appear.
    [DOI] [PDF]
  7. Ana Petrovska, Sergio Quijano, Ilias Gerostathopoulos, Alexander Pretschner
    Knowledge Aggregation with Subjective Logic in Multi-Agent Self-Adaptive Cyber-Physical Systems
    15th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2020), to appear.
    [DOI] [PDF]
  8. Florian Hauer, Ilias Gerostathopoulos, Tabea Schmidt, Alexander Pretschner
    Clustering Traffic Scenarios Using Mental Models as Little as Possible
    2020 IEEE Intelligent Vehicles Symposium (IV2020) , to appear.
    [DOI] [PDF]
  9. Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Frantisek Plasil, Filip Krijt, Jiri Vinarek, Jan Kofron
    A Language and Framework for Dynamic Component Ensembles in Smart Systems
    Springer's Software Tools for Technology Transfer (STTT), in print
    [DOI] [PDF]
  10. Vladimir Matena, Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka
    Experimenting with Adaptation in Smart Cyber-Physical Systems: A Model Problem and Testbed
    Engineering Adaptive Software Systems, Springer
    [DOI] [PDF]
  11. Georgios Pipelidis, Christian Prehofer, Ilias Gerostathopoulos
    Bootstrapping the Dynamic Generation of Indoor Maps with Crowdsourced Smartphone Sensor Data
    Geographical Information Systems Theory, Applications and Management, Springer
    [DOI] [PDF]
  12. Md Rakibul Alam, Ilias Gerostathopoulos, Sasan Amini, Christian Prehofer, Alessandro Attanasi
    Adaptable Anomaly Detection in Traffic Flow Time Series
    6th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2019), to appear.
    [DOI] [PDF]
  13. Md Rakibul Alam, Ilias Gerostathopoulos, Christian Prehofer, Alessandro Attanasi, Tomas Bures
    A Framework for Tunable Anomaly Detection
    IEEE International Conference on Software Architecture (ICSA 2019), to appear.
    [DOI] [PDF]
  14. Ilias Gerostathopoulos, Evangelos Pournaras
    TRAPPed in Traffic? A Self-Adaptive Framework for Decentralized Traffic Optimization
    14th Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS 2019), to appear.
    [DOI] [PDF]
  15. Erik Fredericks, Ilias Gerostathopoulos, Christian Krupitzer, Thomas Vogel
    Planning as Optimization: Dynamically Discovering Optimal Configurations for Runtime Situations
    13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO 2019), to appear.
    [DOI] [PDF]
  16. Apostolis Zarras, Ilias Gerostathopoulos, Daniel Mendez Fernandez
    Can Today's Machine Learning Pass Image-Based Turing Tests?
    22nd Information Security Conference (ISC 2019), to appear.
    [DOI] [PDF]
  17. Ilias Gerostathopoulos, Marco Konersmann, Stephan Krusche, David I. Mattos, Jan Bosch, Tomas Bures, Brian Fitzgerald, Michael Goedicke, Henry Muccini, Helena H. Olsson, Thomas Brand, Robert Chatley, Nikolaos Diamantopoulos, Arik Friedman, Miguel Jimenez, Jan Ole Johanssen, Putra Manggala, Masumi Koseki, Jorge Melegati, Nuthan Munaiah, Gabriel Tamura, Vasileios Theodorou, Jeffrey Wong, Iris Figalist
    Continuous Data-driven Software Engineering - Towards a Research Agenda
    Software Engineering Notes (SEN), to appear.
    [DOI] [PDF]
  18. Ilias Gerostathopoulos, Stefan Kugele, Christoph Segler, Tomas Bures, Alois Knoll
    Automated Trainability Evaluation for Smart Software Functions
    34th IEEE/ACM International Conference on Automated Software Engineering (ASE 2019), to appear.
    [DOI] [PDF]
  19. Ilias Gerostathopoulos, Dominik Skoda, Frantisek Plasil, Tomas Bures, Alessia Knauss
    Tuning Self-Adaptation in Cyber-Physical Systems through Architectural Homeostasis
    Elsevier's Journal of Systems and Software (JSS), Volume 148, February 2019, Pages 37-55
    [DOI] [PDF]
  20. Emilia Cioroaica, Florian Pudlitz, Ilias Gerostathopoulos, Thomas Kuhn
    Simulation Methods and Tools for Collaborative Embedded Systems
    Springer's Software-Intensive Cyber-Physical Systems (SICS), 34, 213–223, 2019
    [DOI] [PDF]
  21. Ilias Gerostathopoulos, Christian Prehofer, Tomas Bures
    Adapting a System with Noisy Outputs with Statistical Guarantees
    13th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'18)
    [DOI] [PDF]
  22. Ilias Gerostathopoulos, Christian Prehofer, Lubomir Bulej, Tomas Bures, Vojtech Horky, Petr Tuma
    Cost-Aware Stage-Based Experimentation: Challenges and Emerging Results
    IEEE International Conference on Software Architecture (ICSA'18)
    [DOI] [PDF]
  23. Tanmaya Mahapatra, Christian Prehofer, Ilias Gerostathopoulos, Ioannis Varsamidakis
    Stream Analytics in IoT Mashup Tools
    IEEE Symposium on Visual Languages and Human-Centric Computing (VL/HCC'18)
    [DOI] [PDF]
  24. Tanmaya Mahapatra, Ilias Gerostathopoulos, Christian Prehofer, Shilpa Ghanashyam Gore
    Graphical Spark Programming in IoT Mashup Tools
    Fifth IEEE International Conference on Internet of Things: Systems, Management and Security (IoTSMS 2018)
    [DOI] [PDF]
  25. Petr Hnetynka, Petr Kubat, Rima Al-Ali, Ilias Gerostathopoulos, Danylo Khalyeyev
    Guaranteed Latency Applications in Edge-Cloud Environment
    2nd Context-aware, Autonomous and Smart Architectures International Workshop (CASA 2018), colocated with ECSA 2018.
    [DOI] [PDF]
  26. Ilias Gerostathopoulos, Ali Naci Uysal, Christian Prehofer, Tomas Bures
    A Tool for Online Experiment-Driven Adaptation
    2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), Trento, 2018.
    [DOI] [PDF]
  27. Tanmaya Mahapatra, Ilias Gerostathopoulos, Federico Alonso Fernandez Moreno, Christian Prehofer
    Designing Flink Pipelines in IoT Mashup Tools
    4th Norwegian Big Data Symposium (NOBIDS) 2018, to appear.
    [DOI] [PDF]
  28. Christian Prehofer, Ilias Gerostathopoulos
    Modeling RESTful Web of Things Services
    Chapter 3 of Managing the Web of Things: Linking the Real World to the Web, Morgan Kaufmann, Elsevier
    [DOI] [PDF]
  29. Georgios Pipelidis, Christian Prehofer, Ilias Gerostathopoulos
    Adaptive Bootstrapping for Crowdsourced Indoor Maps
    3rd International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM'17)
    [DOI] [PDF]
  30. Filip Krijt, Zbynek Jiracek, Tomas Bures, Petr Hnetynka, Ilias Gerostathopoulos
    Intelligent Ensembles - a Declarative Group Description Language and Java Framework
    12th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'17)
    [DOI] [PDF]
  31. Sanny Schmid, Ilias Gerostathopoulos, Christian Prehofer, Tomas Bures
    Self-Adaptation Based on Big Data Analytics: A Model Problem and Tool
    12th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'17)
    [DOI] [PDF]
  32. Sasan Amini, Ilias Gerostathopoulos, Christian Prehofer
    Big Data Analytics Architecture for Real-Time Traffic Control
    5th International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS 2017)
    [DOI] [PDF]
  33. Tomas Bures, Bradley Schmerl, Danny Weyns, Eduardo Tovar, Eric Boden, Thomas Gabor, Ilias Gerostathopoulos, Pragya Gupta, Eunsuk Kang, Alessia Knauss, Pankesh Patel, Awais Rashid, Ivan Ruchkin, Roykrong Sukkerd, Christos Tsigkanos
    Software Engineering for Smart Cyber-Physical Systems: Challenges and Promising Solutions
    ACM SIGSOFT Software Engineering Notes, Volume 42, Issue 2
    [DOI] [PDF]
  34. Ilias Gerostathopoulos, Tomas Bures, Sanny Schmid, Vojtech Horky, Christian Prehofer, Petr Tuma
    Towards Systematic Live Experimentation in Software-Intensive Systems of Systems
    International Colloquium on Software-intensive Systems-of-Systems, colocated with ECSA 2016.
    [DOI] [PDF]
  35. Vasileios Theodorou, Ilias Gerostathopoulos, Sasan Amini, Riccardo Scandariato, Christian Prehofer, Miroslaw Staron
    Theta Architecture: Preserving the Quality of Analytics in Data-Driven Systems
    Workshop on Novel Techniques for Integrating Big Data (BigNovelTI 2017), colocated with ADBIS 2017.
    [DOI] [PDF]
  36. Antonio Filieri, Martina Maggio, Konstantinos Angelopoulos, Nicolas D'Ippolito, Ilias Gerostathopoulos, Andreas Berndt Hempel, Henry Hoffmann, Pooyan Jamshidi, Evangelia Kalyvianaki, Cristian Klein, Filip Krikava, Sasa Misailovic, Alessandro V. Papadopoulos, Suprio Ray, Amir M Sharifloo, Stepan Shevtsov, Mateusz Ujma, Thomas Vogel
    Control Strategies for Self-Adaptive Software Systems
    ACM Transactions on Autonomous and Adaptive Systems (TAAS), Volume 11, Issue 4, February 2017, Article 24
    [DOI] [PDF]
  37. Ilias Gerostathopoulos, Tomas Bures, Petr Hnetynka, Adam Hujecek, Frantisek Plasil, Dominik Skoda
    Strengthening Adaptation in Cyber-Physical Systems via Meta-Adaptation Strategies
    ACM Transactions on Cyber-Physical Systems (TCPS), Volume 1, Issue 3, April 2017, Article 13
    [DOI] [PDF]
  38. Vladimir Matena, Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka
    Model Problem and Testbed for Experiments with Adaptation in Smart Cyber-Physical Systems
    11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'16)
    [DOI] [PDF]
  39. Sanny Schmid, Ilias Gerostathopoulos, Christian Prehofer
    QryGraph: A Graphical Tool for Big Data Analytics
    2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC'16)
    [DOI] [PDF]
  40. Ilias Gerostathopoulos, Dominik Skoda, Frantisek Plasil, Tomas Bures, Alessia Knauss
    Architectural Homeostasis in Self-Adaptive Software-Intensive Cyber-Physical Systems
    10th European Conference on Software Architecture (ECSA'16)
    [DOI] [PDF]
  41. Tanmaya Mahapatra, Ilias Gerostathopoulos, Christian Prehofer
    Towards Integration of Big Data Analytics in Internet of Things Mashup Tools
    7th International Workshop on the Web of Things (WoT 2016)
    [DOI] [PDF]
  42. Ilias Gerostathopoulos, Tomas Bures, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plasil, Noeal Plouzeau
    Self-Adaptation in Software-Intensive Cyber-Physical Systems: from System Goals to Architecture Configurations
    Elsevier's Journal of Systems and Software (JSS), Volume 122, December 2016, Pages 378-397
    [DOI] [PDF]
  43. Lubomir Bulej, Tomas Bures, Ilias Gerostathopoulos, Vojtech Horky, Jaroslav Keznikl, Lukas Marek, Max Tschaikowski, Mirco Tribastone, Petr Tuma
    Supporting Performance Awareness in Autonomous Ensembles
    Software Engineering for Collective Autonomic Systems, v. 8998 of LNCS
    [DOI] [PDF]
  44. Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plasil
    The Invariant Refinement Method
    Software Engineering for Collective Autonomic Systems, v. 8998 of LNCS
    [DOI] [PDF]
  45. Tomas Bures, Ilias Gerostathopoulos, Jaroslav Keznikl, Frantisek Plasil, Petr Tuma
    Formalization of Invariant Patterns for the Invariant Refinement Method
    Software, Services and Systems, v. 8950 of LNCS
    [DOI] [PDF]
  46. Sebastian Goetz, Ilias Gerostathopoulos, Filip Krikava, Adnan Shahzada, Romina Spalazzese
    Adaptive Exchange of Distributed Partial Models@run.time for Highly Dynamic Systems
    10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'15)
    [DOI] [PDF]
  47. Antonio Filieri, Martina Maggio, Konstantinos Angelopoulos, Nicolas D'Ippolito, Ilias Gerostathopoulos, Andreas 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
    Software Engineering Meets Control Theory
    10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'15)
    [DOI] [PDF]
  48. Michal Kit, Ilias Gerostathopoulos, Tomas Bures, Petr Hnetynka, Frantisek Plasil
    An Architecture Framework for Experimentations with Self-Adaptive Cyber-Physical Systems
    10th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS'15)
    [DOI] [PDF]
  49. Ilias Gerostathopoulos, Tomas Bures, Petr Hnetynka, Adam Hujecek, Frantisek Plasil, Dominik Skoda
    Meta-Adaptation Strategies for Adaptation in Cyber-Physical Systems
    9th European Conference on Software Architecture (ECSA'15)
    [DOI] [PDF]
  50. Tomas Bures, Danny Weyns, Christian Berger, Stefan Biffl, Marian Daun, Thomas Gabor, David Garlan, Ilias Gerostathopoulos, Christine Julien, Filip Krikava, Richard Mordinyi, Nikos Pronios
    Software Engineering for Smart Cyber-Physical Systems -- Towards a Research Agenda: Report on the First International Workshop on Software Engineering for Smart CPS
    ACM SIGSOFT Software Engineering Notes, Volume 40, Issue 6
    [DOI] [PDF]
  51. Rima Al Ali, Tomas Bures, Ilias Gerostathopoulos, Jaroslav Keznikl, Frantisek Plasil
    Architecture Adaptation Based on Belief Inaccuracy Estimation
    11th Working IEEE/IFIP Conference on Software Architecture (WICSA'14)
    [DOI] [PDF]
  52. Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plasil
    Gossiping Components for Cyber-Physical Systems.
    8th European Conference on Software Architecture (ECSA'14)
    [DOI] [PDF]
  53. Rima Al Ali, Ilias Gerostathopoulos, Inti Gonzalez-Herrera, Adrian Juan-Verdejo, Michal Kit, Bholanathsing Surajbali
    An Architecture-Based Approach for Compute-Intensive Pervasive Systems in Dynamic Environments
    2nd International Workshop on Hot Topics in Cloud service Scalability (HotTopiCS'14)
    [DOI] [PDF]
  54. Ilias Gerostathopoulos, Jaroslav Keznikl, Tomas Bures, Michal Kit, Frantisek Plasil
    Software Engineering for Software-Intensive Cyber-Physical Systems
    44th Annual Meeting of the German Informatics Society (INFORMATIK'14)
    [DOI] [PDF]
  55. Rima Al Ali, Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plasil
    DEECo: an Ecosystem for Cyber-Physical Systems
    36th International Conference on Software Engineering (ICSE'14), Poster and Extended abstract
    [DOI] [PDF]
  56. Ilias Gerostathopoulos
    Model-Driven Design of Ensemble-Based Component Systems
    18th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS'14) Second place award of the ACM Student Research Competition - Graduate level
    [DOI] [PDF]
  57. Tomas Bures, Ilias Gerostathopoulos, Petr Hnetynka, Jaroslav Keznikl, Michal Kit, Frantisek Plasil
    DEECo - an Ensemble-Based Component System
    16th International ACM Sigsoft Symposium on Component-Based Software Engineering (CBSE'13)
    [DOI] [PDF]
  58. Jaroslav Keznikl, Tomas Bures, Frantisek Plasil, Ilias Gerostathopoulos, Petr Hnetynka, Nicklas Hoch
    Design of Ensemble-Based Component Systems by Invariant Refinement
    16th International ACM Sigsoft Symposium on Component-Based Software Engineering (CBSE'13)
    [DOI] [PDF]
  59. Ilias Gerostathopoulos, Tomas Bures, Petr Hnetynka
    Position Paper: Towards a Requirements-Driven Design of Ensemble-Based Component Systems
    International Workshop on Hot Topics in Cloud Services (HotTopiCS'13)
    [DOI] [PDF]
  60. Tomas Bures, Rocco De Nicola, Ilias Gerostathopoulos, Nicklas Hoch, Michal Kit, Nora Koch, Giacoma Valentina Monreale, Ugo Montanari, Rosario Pugliese, Nikola Serbedzija, Martin Wirsing, Franco Zambonelli
    A Life Cycle for the Development of Autonomic Systems: The e-Mobility Showcase
    3rd Workshop on Challenges for Achieving Self-Awareness in Autonomic Systems (SASOW'13)
    [DOI] [PDF]