Andreas Metzger
Orcid: 0000-0002-4808-8297Affiliations:
- University of Duisburg-Essen, paluno - The Ruhr Institute for Software Technology, Essen, Germany
- University of Kaiserslauter, Department of Computer Science, Germany
According to our database1,
Andreas Metzger
authored at least 132 papers
between 2001 and 2024.
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Bibliography
2024
Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration.
Computing, April, 2024
Variance of ML-based software fault predictors: are we really improving fault prediction?
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024
2023
Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring.
Inf. Syst., September, 2023
Cost-Optimized, Data-Protection-Aware Offloading Between an Edge Data Center and the Cloud.
IEEE Trans. Serv. Comput., 2023
CoRR, 2023
Proceedings of the Software Engineering 2023, 2023
An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-Oriented Systems.
Proceedings of the Service-Oriented Computing - 21st International Conference, 2023
2022
Data quality issues in online reinforcement learning for self-adaptive systems (keynote).
Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2022
Proceedings of the Internet of Things, 2022
Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems, 2022
Proceedings of the Designing Data Spaces: The Ecosystem Approach to Competitive Advantage, 2022
Proceedings of the Technologies and Applications for Big Data Value, 2022
Proceedings of the Technologies and Applications for Big Data Value, 2022
2021
IEEE Access, 2021
Proceedings of the Software Engineering 2021, 2021
Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2021
Proceedings of the Information Systems, 2021
Ensemble Deep Learning for Proactive Terminal Process Management at the Port of Duisburg "duisport".
Proceedings of the Business Process Management Cases Vol. 2, Digital Transformation, 2021
2020
Proceedings of the Software Engineering 2020, 2020
Proceedings of the Service-Oriented Computing - 18th International Conference, 2020
Proceedings of the Advanced Information Systems Engineering, 2020
Proceedings of the Business Process Management - 18th International Conference, 2020
2019
Proceedings of the Service-Oriented Computing - 17th International Conference, 2019
Proceedings of the Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment, 2019
Proceedings of the Advanced Information Systems Engineering, 2019
Proceedings of the Industry Forum at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019), 2019
2018
Predictive Business Process Monitoring unter Berücksichtigung von Prognoseverlässlichkeit und Risiko.
Proceedings of the Software Engineering und Software Management 2018, 2018
Optimized Cloud Deployment of Multi-tenant Software Considering Data Protection Concerns - Abridged Version.
Proceedings of the Software Engineering und Software Management 2018, 2018
Proceedings of the System Analysis and Modeling. Languages, Methods, and Tools for Systems Engineering, 2018
Proceedings of the Modellierung 2018, 21.-23. Februar 2018, Braunschweig, Germany, 2018
ENACT: Development, Operation, and Quality Assurance of Trustworthy Smart IoT Systems.
Proceedings of the Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment, 2018
Proceedings of the 13th International Conference on Software Engineering for Adaptive and Self-Managing Systems, 2018
Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Incremental Verification of Complex Event Processing Applications for System Monitoring.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Considering Non-sequential Control Flows for Process Prediction with Recurrent Neural Networks.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018
Value CoCreation (VCC) Language Design in the Frame of a Smart Airport Network Case Study.
Proceedings of the 32nd IEEE International Conference on Advanced Information Networking and Applications, 2018
2017
Proceedings of the Software Engineering 2017, 2017
Proceedings of the Software Engineering 2017, 2017
Using Risk Patterns to Identify Violations of Data Protection Policies in Cloud Systems.
Proceedings of the Service-Oriented Computing - ICSOC 2017 Workshops, 2017
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2017
Optimized Cloud Deployment of Multi-tenant Software Considering Data Protection Concerns.
Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017
Proceedings of the Advanced Information Systems Engineering, 2017
2016
Fuzzy Self-Learning Controllers for Elasticity Management in Dynamic Cloud Architectures.
Proceedings of the 12th International ACM SIGSOFT Conference on Quality of Software Architectures, 2016
Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2016
Coordinated run-time adaptation of variability-intensive systems: an application in cloud computing.
Proceedings of the 1st International Workshop on Variability and Complexity in Software Design, 2016
2015
IEEE Trans. Syst. Man Cybern. Syst., 2015
Proceedings of the Software Engineering & Management 2015, Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW, 17. März, 2015
Architectural run-time models for operator-in-the-loop adaptation of cloud applications.
Proceedings of the 9th IEEE International Symposium on the Maintenance and Evolution of Service-Oriented and Cloud-Based Environments, 2015
Proceedings of the Service-Oriented Computing - 13th International Conference, 2015
Proceedings of the 7th IEEE/ACM International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, 2015
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015
Proceedings of the ENASE 2015, 2015
Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems, 2015
2014
Management operativer Logistikprozesse mit Future-Internet-Leitständen: Erfahrungen aus dem LoFIP-Projekt.
Proceedings of the Software Engineering 2014, Fachtagung des GI-Fachbereichs Softwaretechnik, 25. Februar, 2014
Integrating Run-time Observations and Design Component Models for Cloud System Analysis.
Proceedings of the 9th Workshop on Models@run.time co-located with 17th International Conference on Model Driven Engineering Languages and Systems (MODELS 2014), 2014
Proceedings of the IEEE Symposium on Computers and Communications, 2014
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014
Software product line engineering and variability management: achievements and challenges.
Proceedings of the on Future of Software Engineering, 2014
Proceedings of the 6th International Workshop on Principles of Engineering Service-Oriented and Cloud Systems, 2014
3-D cloud monitoring: Enabling effective cloud infrastructure and application management.
Proceedings of the 10th International Conference on Network and Service Management, 2014
2013
Proceedings of the Assurances for Self-Adaptive Systems, 2013
Report of the 4th international workshop on principles of engineering service-oriented systems (PESOS 2012): internet of services and the quest for case studies.
ACM SIGSOFT Softw. Eng. Notes, 2013
Extending WS-Agreement to Support Automated Conformity Check on Transport and Logistics Service Agreements.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013
Proactive event processing in action: a case study on the proactive management of transport processes (industry article).
Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013
Proceedings of the Software Engineering for Self-Adaptive Systems III. Assurances, 2013
Trustworthiness Attributes and Metrics for Engineering Trusted Internet-Based Software Systems.
Proceedings of the Cloud Computing and Services Science - Third International Conference, 2013
An Analysis of Software Quality Attributes and Their Contribution to Trustworthiness.
Proceedings of the CLOSER 2013, 2013
2012
Predictive Monitoring of Heterogeneous Service-Oriented Business Networks: The Transport and Logistics Case.
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012
Proceedings of the 2012 Annual SRII Global Conference, San Jose, CA, USA, July 24-27, 2012, 2012
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
Research challenges on adaptive software and services in the future internet: towards an S-Cube research roadmap.
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
Welcome to the international workshop on European software services and systems research: Results and challenges (S-Cube@ICSE 2012).
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
Research challenges on multi-layer and mixed-initiative monitoring and adaptation for service-based systems.
Proceedings of the First International Workshop on European Software Services and Systems Research, 2012
2011
Towards accurate failure prediction for the proactive adaptation of service-oriented systems.
Proceedings of the 8th Workshop on Assurances for Self-Adaptive Systems, 2011
Preventing Performance Violations of Service Compositions Using Assumption-Based Run-Time Verification.
Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011
Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011
Future Internet Technology for the Future of Transport and Logistics - (Invited Paper).
Proceedings of the Towards a Service-Based Internet - 4th European Conference, 2011
Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011
2010
Report of the 2nd international workshop on principles of engineering service-oriented systems (PESOS 2010).
ACM SIGSOFT Softw. Eng. Notes, 2010
Proceedings of the Software Product Lines: Going Beyond - 14th International Conference, 2010
Enabling Proactive Adaptation through Just-in-Time Testing of Conversational Services.
Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010
Der Einsatz quantitativer Sicherheitsanalysen für den risikobasierten Test eingebetteter Systeme.
Proceedings of the Software Engineering 2010, 2010
Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010
Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010
Exploiting assumption-based verification for the adaptation of service-based applications.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010
Towards pro-active adaptation with confidence: augmenting service monitoring with online testing.
Proceedings of the 2010 ICSE Workshop on Software Engineering for Adaptive and Self-Managing Systems, 2010
2010 ICSE 2nd International Workshop on Principles of Engineering Service-Oriented Systems (PESOS 2010).
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010
Proceedings of the Intentional Perspectives on Information Systems Engineering., 2010
2009
Variability modeling to support customization and deployment of multi-tenant-aware Software as a Service applications.
Proceedings of the International ICSE Workshop on Principles of Engineering Service-Oriented Systems, 2009
S-Cube: Addressing Multidisciplinary Research Challenges for the Internet of Services.
Proceedings of the Towards the Future Internet - A European Research Perspective, 2009
Proceedings of the Advanced Information Systems Engineering, 21st International Conference, 2009
2008
Autom. Softw. Eng., 2008
Proceedings of the Web Information Systems and Technologies, 4th International Conference, 2008
How SOA Testing Could Bene?t from Software Product Line Testing.
Proceedings of the Software Product Lines, 12th International Conference, 2008
Proceedings of the Software Product Lines, 12th International Conference, 2008
Proceedings of the Towards a Service-Based Internet, 2008
A Framework for Proactive Self-adaptation of Service-Based Applications Based on Online Testing.
Proceedings of the Towards a Service-Based Internet, 2008
Proceedings of the Software Engineering 2008. Fachtagung des GI-Fachbereichs Softwaretechnik, 2008
Risikobasierte Ableitung und Priorisierung von Testfällen für den modellbasierten Systemtest.
Proceedings of the Software Engineering 2008. Fachtagung des GI-Fachbereichs Softwaretechnik, 2008
Proceedings of the 3rd International Workshop on Automation of Software Test, 2008
2007
Disambiguating the Documentation of Variability in Software Product Lines: A Separation of Concerns, Formalization and Automated Analysis.
Proceedings of the 15th IEEE International Requirements Engineering Conference, 2007
Proceedings of the Service-Oriented Computing, 2007
Proceedings of the 29th International Conference on Software Engineering (ICSE 2007), 2007
Towards Bridging the Gap between Goal-Oriented Requirements Engineering and Compositional Architecture Development.
Proceedings of the Second Workshop on Sharing and Reusing Architectural Knowledge, 2007
Quality Issues in Software Product Lines: Feature Interactions and Beyond.
Proceedings of the Feature Interactions in Software and Communication Systems IX, 2007
Proceedings of the Fundamental Approaches to Software Engineering, 2007
2006
Proceedings of the Software Product Lines, 10th International Conference, 2006
Anforderungsbasierte Erkennung von Feature-Interaktionen in der Produktlinienentwicklung.
Proceedings of the Software Engineering 2006, 2006
Modellbasierte Generierung von Testfallszenarien für den aufwandsoptimierten Integrationstest.
Proceedings of the 36. Jahrestagung der Gesellschaft für Informatik, 2006
2005
PhD thesis, 2005
Considering Feature Interactions in Product Lines: Towards the Automatic Derivation of Dependencies between Product Variants.
Proceedings of the Feature Interactions in Telecommunications and Software Systems VIII, 2005
Proceedings of the Model-Driven Software Development, 2005
2004
Proceedings of the Modellierung 2004, Proceedings zur Tagung, 23.-26. März 2004, 2004
Proceedings of the Ausgezeichnete Informatikdissertationen 2004, 2004
2003
Konzeption und Analyse eines Softwarepraktikums im Grundstudium.
Proceedings of the Software Engineering im Unterricht der Hochschulen, 2003
Feature Interaction Detection in Building Control Systems by Means of a Formal Product Model.
Proceedings of the Feature Interactions in Telecommunications and Software Systems VII, 2003
2002
Model-Based Generation of SDL Specifications for the Early Prototyping of Reactive Systems.
Proceedings of the Telecommunications and beyond: The Broader Applicability of SDL and MSC, 2002
2001
Specifying Building Automation Systems wigh PROBanD, a Method Based on Prototyping, Reuse, and Object-orientation.
Proceedings of the OMER, 2001