Ilias Gerostathopoulos

Orcid: 0000-0001-9333-7101

Affiliations:
  • TU Munich, Department of Informatics, Germany


According to our database1, Ilias Gerostathopoulos authored at least 98 papers between 2011 and 2025.

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Bibliography

2025
Software architecture-based self-adaptation in robotics.
J. Syst. Softw., 2025

2024
Introduction to ACSOS 2022 Special Issue.
ACM Trans. Auton. Adapt. Syst., September, 2024

Expert-Driven Monitoring of Operational ML Models.
CoRR, 2024

Self-Adaptation in Industry: A Survey.
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

Expert Monitoring: Human-Centered Concept Drift Detection in Machine Learning Operations.
Proceedings of the 2024 ACM/IEEE 44th International Conference on Software Engineering: New Ideas and Emerging Results, 2024

An Analysis of MLOps Architectures: A Systematic Mapping Study.
Proceedings of the Software Architecture - 18th European Conference, 2024

ExpEngine: A Tool for Data Analytics Workflow Optimization Through User-Driven Experimentation.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

ReBeT: Architecture-based Self-adaptation of Robotic Systems through Behavior Trees.
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2024

2023
Towards a Research Agenda for Understanding and ManagingUncertainty in Self-Adaptive Systems.
ACM SIGSOFT Softw. Eng. Notes, October, 2023

Self-Adaptation in Industry: A Survey.
ACM Trans. Auton. Adapt. Syst., June, 2023

SUAVE: An Exemplar for Self-Adaptive Underwater Vehicles.
Proceedings of the 18th IEEE/ACM Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2023

What's Next in my Backlog? Time Series Analysis of User Reviews.
Proceedings of the 31st IEEE International Requirements Engineering Conference, RE 2023, 2023

Evolvability of Machine Learning-based Systems: An Architectural Design Decision Framework.
Proceedings of the 20th International Conference on Software Architecture, 2023

2022
Guidelines for Artifacts to Support Industry-Relevant Research on Self-Adaptation.
ACM SIGSOFT Softw. Eng. Notes, 2022

Preliminary Results of a Survey on the Use of Self-Adaptation in Industry.
Proceedings of the International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022

Emergent Web Server: An Exemplar to Explore Online Learning in Compositional Self-Adaptive Systems.
Proceedings of the International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2022

Measuring Convergence Inertia: Online Learning in Self-adaptive Systems with Context Shifts.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Adaptation and Learning, 2022

Expressing the Adaptation Intent as a Sustainability Goal.
Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Results ICSE (NIER) 2022, 2022

Assessing Self-Adaptation Strategies Using Cost-Benefit Analysis.
Proceedings of the IEEE 19th International Conference on Software Architecture Companion, 2022

MockSAS: Facilitating the Evaluation of Bandit Algorithms in Self-adaptive Systems.
Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

2021
How do we Evaluate Self-adaptive Software Systems? [replication package].
Dataset, March, 2021

Targeting uncertainty in smart CPS by confidence-based logic.
J. Syst. Softw., 2021

Managing latency in edge-cloud environment.
J. Syst. Softw., 2021

Decentralized Optimization of Vehicle Route Planning - A Cross-City Comparative Study.
IEEE Internet Comput., 2021

How do we Evaluate Self-adaptive Software Systems?
CoRR, 2021

Automated Online Experiment-Driven Adaptation-Mechanics and Cost Aspects.
IEEE Access, 2021

Run-time Reasoning from Uncertain Observations with Subjective Logic in Multi-Agent Self-Adaptive Cyber-Physical Systems.
Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

How do we Evaluate Self-adaptive Software Systems?: A Ten-Year Perspective of SEAMS.
Proceedings of the 16th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2021

A Software-Agnostic Agent-based Platform for Modelling Emerging Mobility Systems.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study.
Proceedings of the 4th IEEE/ACM International Conference on Technical Debt, 2021

Aspect-Oriented Adaptation of Access Control Rules.
Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Towards a Taxonomy of Autonomous Systems.
Proceedings of the Software Architecture - 15th European Conference, 2021

MEDAL: An AI-Driven Data Fabric Concept for Elastic Cloud-to-Edge Intelligence.
Proceedings of the Advanced Information Networking and Applications, 2021

Online Experiment-Driven Learning and Adaptation.
Proceedings of the Model-Based Engineering of Collaborative Embedded Systems, 2021

2020
A language and framework for dynamic component ensembles in smart systems.
Int. J. Softw. Tools Technol. Transf., 2020

Introduction to the Special Issue "Applications in Self-Aware Computing Systems and their Evaluation".
Comput., 2020

Clustering Traffic Scenarios Using Mental Models as Little as Possible.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Forming Ensembles at Runtime: A Machine Learning Approach.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation: Engineering Principles, 2020

Knowledge aggregation with subjective logic in multi-agent self-adaptive cyber-physical systems.
Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

Using component ensembles for modeling autonomic component collaboration in smart farming.
Proceedings of the SEAMS '20: IEEE/ACM 15th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, Seoul, Republic of Korea, 29 June, 2020

Engineering for a science-centric experimentation platform.
Proceedings of the ICSE-SEIP 2020: 42nd International Conference on Software Engineering, Software Engineering in Practice, Seoul, South Korea, 27 June, 2020

A Toolbox for Realtime Timeseries Anomaly Detection.
Proceedings of the 2020 IEEE International Conference on Software Architecture Companion, 2020

2019
Continuous Data-driven Software Engineering - Towards a Research Agenda: Report on the Joint 5th International Workshop on Rapid Continuous Software Engineering (RCoSE 2019) and 1st International Works.
ACM SIGSOFT Softw. Eng. Notes, 2019

Tuning self-adaptation in cyber-physical systems through architectural homeostasis.
J. Syst. Softw., 2019

Simulation methods and tools for collaborative embedded systems: with focus on the automotive smart ecosystems.
SICS Softw.-Intensive Cyber Phys. Syst., 2019

Planning as Optimization: Dynamically Discovering Optimal Configurations for Runtime Situations.
Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019

Adaptable Anomaly Detection in Traffic Flow Time Series.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

Automated Trainability Evaluation for Smart Software Functions.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Can Today's Machine Learning Pass Image-Based Turing Tests?
Proceedings of the Information Security - 22nd International Conference, 2019

TRAPPed in traffic?: a self-adaptive framework for decentralized traffic optimization.
Proceedings of the 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2019

A Framework for Tunable Anomaly Detection.
Proceedings of the IEEE International Conference on Software Architecture, 2019

Experimenting with Adaptation in Smart Cyber-Physical Systems: A Model Problem and Testbed.
Proceedings of the Engineering Adaptive Software Systems, 2019

2018
Report of the 1st International Workshop on Context-aware Autonomous and Smart Architectures (CASA@ECSA 2017).
ACM SIGSOFT Softw. Eng. Notes, 2018

Report of the 1st International Workshop on Context-aware Autonomous and Smart Architectures (CASA@ECSA 2017).
ACM SIGSOFT Softw. Eng. Notes, 2018

Stream Analytics in IoT Mashup Tools.
Proceedings of the 2018 IEEE Symposium on Visual Languages and Human-Centric Computing, 2018

A Tool for Online Experiment-Driven Adaptation.
Proceedings of the 2018 IEEE 3rd International Workshops on Foundations and Applications of Self* Systems (FAS*W), 2018

Graphical Spark Programming in IoT Mashup Tools.
Proceedings of the 2018 Fifth International Conference on Internet of Things: Systems, 2018

Adapting a system with noisy outputs with statistical guarantees.
Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018

Cost-Aware Stage-Based Experimentation: Challenges and Emerging Results.
Proceedings of the 2018 IEEE International Conference on Software Architecture Companion, 2018

Guaranteed latency applications in edge-cloud environment.
Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

2017
Strengthening Adaptation in Cyber-Physical Systems via Meta-Adaptation Strategies.
ACM Trans. Cyber Phys. Syst., 2017

Control Strategies for Self-Adaptive Software Systems.
ACM Trans. Auton. Adapt. Syst., 2017

Software Engineering for Smart Cyber-Physical Systems: Challenges and Promising Solutions.
ACM SIGSOFT Softw. Eng. Notes, 2017

Model Problem (CrowdNav) and Framework (RTX) for Self-Adaptation Based on Big Data Analytics (Artifact).
Dagstuhl Artifacts Ser., 2017

Intelligent Ensembles - a Declarative Group Description Language and Java Framework (Artifact).
Dagstuhl Artifacts Ser., 2017

Big data analytics architecture for real-time traffic control.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Self-Adaptation Based on Big Data Analytics: A Model Problem and Tool.
Proceedings of the 12th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2017

Intelligent Ensembles - A Declarative Group Description Language and Java Framework.
Proceedings of the 12th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2017

Bootstrapping the Dynamic Generation of Indoor Maps with Crowdsourced Smartphone Sensor Data.
Proceedings of the Geographical Information Systems Theory, Applications and Management, 2017

Adaptive Bootstrapping for Crowdsourced Indoor Maps.
Proceedings of the GISTAM 2017, 2017

Theta Architecture: Preserving the Quality of Analytics in Data-Driven Systems.
Proceedings of the New Trends in Databases and Information Systems, 2017

Modeling RESTful Web of Things Services: Concepts and Tools.
Proceedings of the Managing the Web of Things: Linking the Real World to the Web, 2017

2016
Self-adaptation in software-intensive cyber-physical systems: From system goals to architecture configurations.
J. Syst. Softw., 2016

Towards Integration of Big Data Analytics in Internet of Things Mashup Tools.
Proceedings of the Seventh International Workshop on the Web of Things, 2016

QryGraph: A graphical tool for Big Data analytics.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Model problem and testbed for experiments with adaptation in smart cyber-physical systems.
Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2016

Towards systematic live experimentation in software-intensive systems of systems.
Proceedings of the International Colloquium on Software-intensive Systems-of-Systems at 10th European Conference on Software Architecture, 2016

Architectural Homeostasis in Self-Adaptive Software-Intensive Cyber-Physical Systems.
Proceedings of the Software Architecture - 10th European Conference, 2016

2015
The Invariant Refinement Method.
Proceedings of the Software Engineering for Collective Autonomic Systems, 2015

Supporting Performance Awareness in Autonomous Ensembles.
Proceedings of the Software Engineering for Collective Autonomic Systems, 2015

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 Softw. Eng. Notes, 2015

An Architecture Framework for Experimentations with Self-Adaptive Cyber-physical Systems.
Proceedings of the 10th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2015

Adaptive Exchange of Distributed Partial Models@run.time for Highly Dynamic Systems.
Proceedings of the 10th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2015


Meta-Adaptation Strategies for Adaptation in Cyber-Physical Systems.
Proceedings of the Software Architecture - 9th European Conference, 2015

Formalization of Invariant Patterns for the Invariant Refinement Method.
Proceedings of the Software, 2015

2014
DEECo: Software Engineering for Smart CPS.
ERCIM News, 2014

An Architecture-Based Approach for Compute-Intensive Pervasive Systems in Dynamic Environments.
Proceedings of the 2nd International Workshop on Hot Topics in Cloud service Scalability, 2014

Architecture Adaptation Based on Belief Inaccuracy Estimation.
Proceedings of the 2014 IEEE/IFIP Conference on Software Architecture, 2014

Model-Driven Design of Ensemble-Based Component Systems.
Proceedings of the Joint Proceedings of MODELS 2014 Poster Session and the ACM Student Research Competition (SRC) co-located with the 17th International Conference on Model Driven Engineering Languages and Systems (MODELS 2014), Valencia, Spain, September 28, 2014

DEECo: an ecosystem for cyber-physical systems.
Proceedings of the 36th International Conference on Software Engineering, 2014

Software Engineering for Software-Intensive Cyber-Physical Systems.
Proceedings of the 44. Jahrestagung der Gesellschaft für Informatik, Big Data, 2014

Gossiping Components for Cyber-Physical Systems.
Proceedings of the Software Architecture - 8th European Conference, 2014

2013
Position paper: towards a requirements-driven design of ensemble-based component systems.
Proceedings of the 2013 international workshop on Hot topics in cloud services, 2013

A Life Cycle for the Development of Autonomic Systems: The E-mobility Showcase.
Proceedings of the 7th IEEE International Conference on Self-Adaptation and Self-Organizing Systems Workshops, 2013

Design of ensemble-based component systems by invariant refinement.
Proceedings of the CBSE'13, 2013

DEECO: an ensemble-based component system.
Proceedings of the CBSE'13, 2013

2011
A semantically-aided approach for online annotation and retrieval of medical images.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011


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