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Dr. Andreas Metzger

Informatik / paluno

Anschrift
Gerlingstr. 16
45127 Essen
Raum
S - GW 008
Telefon
+49 201 18 3 4650 / 3 4660
Telefax
+49 201 18 3 4699
E-Mail
andreas.metzger@paluno.uni-due.de
Webseite
https://sse.uni-due.de

Funktionen

  • Akademische/r Rätin/Rat, Software Systems Engineering

  • apl. Professor/in, Software Systems Engineering

Die folgenden Publikationen sind in der Online-Universitätsbibliographie der Universität Duisburg-Essen verzeichnet. Weitere Informationen finden Sie gegebenenfalls auch auf den persönlichen Webseiten der Person.

    Artikel in Zeitschriften

  • Metzger, Andreas; Laufer, Jan Hendrik; Feit, Felix; Pohl, Klaus
    A User Study on Explainable Online Reinforcement Learning for Adaptive Systems
    In: ACM Transactions on Autonomous and Adaptive Systems (TAAS) Jg. 19 (2024) Nr. 3, 15
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Quinton, Clément; Mann, Zoltán Ádám; Baresi, Luciano; Pohl, Klaus
    Realizing self-adaptive systems via online reinforcement learning and feature-model-guided exploration
    In: Computing Jg. 106 (2024) Nr. 4, S. 1251 - 1272
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Kley, Tristan; Rothweiler, Aristide; Pohl, Klaus
    Automatically reconciling the trade-off between prediction accuracy and earliness in prescriptive business process monitoring
    In: Information Systems Jg. 118 (2023) 102254
    Online Volltext: dx.doi.org/ (Open Access)
  • Mann, Zoltan Adam; Metzger, Andreas; Prade, Johannes; Seidl, Robert; Pohl, Klaus
    Cost-optimized, data-protection-aware offloading between an edge data center and the cloud
    In: IEEE Transactions on Services Computing (T-SC) Jg. 16 (2023) Nr. 1, S. 206 - 220
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Mann, Zoltán Ádám; Kunz, Florian; Laufer, Jan Hendrik; Bellendorf, Julian; Metzger, Andreas; Pohl, Klaus
    RADAR : Data protection in cloud-based computer systems at run time
    In: IEEE Access Jg. 9 (2021) S. 70816 - 70842
    Online Volltext: dx.doi.org/ (Open Access)
  • Mann, Zoltán Ádám; Metzger, Andreas; Pohl, Klaus
    Situativer Datenschutz im Fog-Computing
    In: Informatik-Spektrum Jg. 42 (2019) Nr. 4, S. 236 - 243
    Online Volltext: dx.doi.org/
  • Mann, Zoltán Ádám; Metzger, Andreas; Pohl, Klaus
    Ganz privat? : Der Schutz persönlicher Daten in der Cloud
    In: Unikate: Berichte aus Forschung und Lehre (2017) Nr. 50: Natur-, Ingenieur- und Wirtschaftswissenschaften - High-Performance und Cloud Computing, S. 58 - 65
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Metzger, Andreas; Leitner, Philipp; Ivanovic, Dragan; Schmieders, Eric; Franklin, Rod; Carro, Manuel; Dustdar, Schahram; Pohl, Klaus
    Comparing and Combining Predictive Business Process Monitoring Techniques
    In: IEEE Transactions on Systems, Man, and Cybernetics: Systems Jg. 45 (2015) Nr. 2, S. 276 - 290
    Online Volltext: dx.doi.org/ Online Volltext
  • Lago, Patricia; Lewis, Grace A.; Metzger, Andreas; Tosic, Vladimir; Bianculli, Domenico; Polini, Andrea
    Report of the 4th international workshop on principles of engineering service-oriented systems (PESOS 2012) : internet of services and the quest for case studies
    In: ACM SIGSOFT Software Engineering Notes Jg. 38 (2013) Nr. 1, S. 35 - 38
    Online Volltext: dx.doi.org/
  • Perrouin, Gilles; Metzger, Andreas; Heymans, Patrick; Le Traon, Yves
    VAST 2011 workshop summary
    In: ACM SIGSOFT software engineering notes Jg. 36 (2011) Nr. 4, S. 24 - 25
    Online Volltext: dx.doi.org/ Online Volltext
  • Lewis, Grace; Smith, Dennis; Metzger, Andreas; Zisman, Andrea; Pistore, Marco
    Report of the 2nd international workshop on principles of engineering service-oriented systems (PESOS 2010)
    In: ACM SIGSOFT Software Engineering Notes Jg. 35 (2010) Nr. 5, S. 30 - 33
    Online Volltext: dx.doi.org/ Online Volltext
  • Pohl, Klaus; Metzger, Andreas
    Software Product Line Testing : Exploring Principles and Potential Solutions
    In: Communications of the ACM Jg. 49 (2006) Nr. 12, S. 78 - 81
    Online Volltext: dx.doi.org/
  • Metzger, Andreas
    Feature interactions in embedded control systems
    In: Computer Networks Jg. 45 (2004) Nr. 5, S. 625 - 644
    Online Volltext: dx.doi.org/

    • Vorworte / Nachworte

  • Metzger, Andreas; Persson, Anne
    Preface
    In: Advanced information systems engineering workshops: proceedings / CAiSE 2017 International Workshops, Essen, Germany, June 12-16, 2017 / Metzger, Andreas; Persson, Anne (Hrsg.) (2017)
  • Baysal, Olga; Menzies, Tim; Guerrouj, Latifa; Metzger, Andreas; Haiduc, Sonia; Escobar-Avila, Javier
    Welcome from the swan 2017 chairs
    In: SWAN 2017 - Proceedings of the 3rd ACM SIGSOFT International Workshop on Software Analytics / 3rd ACM SIGSOFT International Workshop on Software Analytics, Paderborn, Germany, September 04 - 08, 2017 / Baysal, Olga (Hrsg.) (2017) S. iii
    Online Volltext
  • Chaparadza, Ranganai; Karastoyanova, Dimka; Kazhamiakin, Raman; Metzger, Andreas; Pistore, Marco; Dan, Asit; Gittler, Frédéric; Toumani, Farouk
    Introduction to the Second International Workshop on Service Monitoring, Adaptation and Beyond (MONA+)
    In: Service-oriented computing: revised selected papers / International Workshops ICSOC/ServiceWave; 2009.11.23-27; Stockholm, Sweden / Dan, Asit; Gittler, Frédéric; Toumani, Farouk (Hrsg.) (2010)
  • Lewis, Grace; Metzger, Andreas; Pistore, Marco; Smith, Dennis; Zisman, Andrea
    Proceedings - International Conference on Software Engineering : Foreword
    In: Proceedings of the 2nd International Workshop on Principles of Engineering Service-Oriented Systems / Lewis, Grace A.; PESOS '10, Cape Town, South Africa, May 01 - 02, 2010 (2010)

    • Beiträge in Sammelwerken und Tagungsbänden

  • Shahini, Xhulja; Metzger, Andreas; Pohl, Klaus
    An Empirical Study on Just-in-time Conformal Defect Prediction
    In: 2024 IEEE/ACM 21st International Conference on Mining Software Repositories: MSR 2024 ; Proceedings / 21st International Conference on Mining Software Repositories, MSR 2024 ; 15 – 16 April 2024, Lisbon, Portugal / The Association for Computing Machinery (Hrsg.) 2024, S. 88 - 99
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Bartel, Jone; Laufer, Jan
    An AI Chatbot for Explaining Deep Reinforcement Learning Decisions of Service-Oriented Systems
    In: Service-Oriented Computing: 21st International Conference, ICSOC 2023 ; Rome, Italy, November 28 – December 1, 2023 ; Proceedings, Part I / 21st International Conference on Service-Oriented Computing, ICSOC 2023, November 28 – December 1, 2023, Rome, Italy / Monti, Flavia; Rinderle-Ma, Stefanie; Ruiz Cortés, Antonio; Zheng, Zibin; Mecella, Massimo (Hrsg.) 2023, S. 323 - 338
    Online Volltext: dx.doi.org/
  • Feit, Felix; Metzger, Andreas; Pohl, Klaus
    Explainable Online Reinforcement Learning for Adaptive Systems
    In: Software Engineering 2023 / Software Engineering 2023 : 20.-24. Februar 2023 Paderborn / Engels, Gregor; Hebig, Regina; Tichy, Matthias (Hrsg.) 2023, S. 53 - 54
    Online Volltext (Open Access)
  • Dragan, Paul-Andrei; Metzger, Andreas; Pohl, Klaus
    Towards the decentralized coordination of multiple self-adaptive systems
    In: 2023 IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) / IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 25-29 September 2023, Toronto 2023, S. 107 - 116
    Online Volltext: dx.doi.org/ (Open Access)
  • Shahini, Xhulja; Bubel, Domenic; Metzger, Andreas
    Variance of ML-based software fault predictors: are we really improving fault prediction?
    In: Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA 2023) / 49th Euromicro Conference on Software Engineering and Advanced Applications (SEAA), 6-8 Sept. 2023, Durres, Albania 2023, S. 78 - 85
    Online Volltext: dx.doi.org/ (Open Access)
  • Huang, Tsung-Hao; Metzger, Andreas; Pohl, Klaus
    Counterfactual Explanations for Predictive Business Process Monitoring
    In: Information Systems: 18th European, Mediterranean, and Middle Eastern Conference, EMCIS 2021, Virtual Event, December 8–9, 2021 ; Proceedings / 18th European, Mediterranean, and Middle Eastern Conference (EMCIS) ; December 8–9, 2021, Virtual Event / Themistocleous, Marinos; Papadaki, Maria (Hrsg.) 2022, S. 399 - 413
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas
    Data quality issues in online reinforcement learning for self-adaptive systems (keynote)
    In: Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022) / 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things (SEA4DQ 2022): 17. November 2022; Singapore / Nguyen, Phu (Hrsg.) 2022, S. 1
    Online Volltext: dx.doi.org/
  • Belsa Pellicer, Andreu; Julian Segui, Matilde; Marinakis, Achilleas; Nikolakopoulos, Anastasios; Moulos, Vrettos; Iturria, Héctor; Antonio Clemente, José; Shahini, Xhulja; Kley, Tristan; Metzger, Andreas; Bravo, Miguel; Calciati, Paolo; Gizelis, Christos-Antonios; Nikolopoulos-Gkamatsis, Filippos; Nestorakis, Konstantinos; Lacalle, Ignacio; Palau, Carlos E.; Cáceres, Santiago
    Design of a Next-Generation Interoperable Cognitive Port Solution
    In: Internet of things: 5th The Global IoT Summit, GIoTS 2022, Dublin, Ireland, June 20-23, 2022 : revised selected papers / 5th The Global IoT Summit (GIoTS); June 20-23, 2022; Dublin, Ireland / González-Vidal, Aurora; Ladid, Latif; Mohamed Abdelgawad, Ahmed; Sabir, Essaid; Ziegler, Sébastien (Hrsg.) 2022, S. 149 - 160
    Online Volltext: dx.doi.org/
  • Feit, Felix; Metzger, Andreas; Pohl, Klaus
    Explaining Online Reinforcement Learning Decisions of Self-Adaptive Systems
    In: Proceedings - 2022 IEEE International Conference on Autonomic Computing and Self-Organizing Systems, ACSOS 2022 / IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS), 19-23 September 2022, CA, USA 2022, S. 51 - 60
    Online Volltext: dx.doi.org/ (Open Access)
  • Curry, Edward; Auer, Sören; Berre, Arne J.; Metzger, Andreas; Perez, Maria S.; Zillner, Sonja
    Technologies and Applications for Big Data Value
    In: Technologies and Applications for Big Data Value / Curry, Edward; Auer, Sören; Berre, Arne J.; Metzger, Andreas; Perez, Maria S.; Zillner, Sonja (Hrsg.) 2022, S. 1 - 15
    Online Volltext: dx.doi.org/ (Open Access)
  • Cáceres, Santiago; Valverde, Francisco; Palau, Carlos E.; Pellicer, Andreu Belsa; Gizelis, Christos A.; Krassas, Dimosthenes; Becha, Hanane; Khouani, Réda; Metzger, Andreas; Tzagkarakis, Nikos; Karkoglou, Anthousa; Nikolakopoulos, Anastasios; Marinakis, Achilleas; Moulos, Vrettos; Litke, Antonios; Ahmadian, Amir Shayan; Jürjens, Jan
    Towards Cognitive Ports of the Future
    In: Technologies and Applications for Big Data Value / Curry, Edward; Auer, Sören; Berre, Arne J.; Metzger, Andreas; Perez, Maria S.; Zillner, Sonja (Hrsg.) 2022, S. 453 - 474
    Online Volltext: dx.doi.org/ (Open Access)
  • Curry, Edward; Metzger, Andreas; Berre, Arne J.; Monzón, Andrés; Boggio-Marzet, Alessandra
    A Reference Model for Big Data Technologies
    In: The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem / Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana / Curry, Edward (Hrsg.) 2021, S. 127 - 151
    Online Volltext: dx.doi.org/ (Open Access)
  • García Robles, Ana; Zillner, Sonja; Gerteis, Wolfgang; Cattaneo, Gabriella; Metzger, Andreas; Alonso, Daniel; Barbero, Martina; Menasalvas, Ernestina; Curry, Edward
    Achievements and Impact of the Big Data Value Public-Private Partnership : The Story so Far
    In: The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem / Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana / Curry, Edward (Hrsg.) 2021, S. 63 - 93
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Franke, Johannes; Jansen, Thomas
    Ensemble Deep Learning for Proactive Terminal Process Management at the Port of Duisburg “duisport”
    In: Business Process Management Cases: Vol. 2: Digital Transformation - Strategy, Processes and Execution / vom Brocke, Jan; Mendling, Jan; Rosemann, Michael 2021, S. 153 - 164
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Quinton, Clément; Mann, Zoltán; Baresi, Luciano; Pohl, Klaus
    Feature-Modell-geführtes Online Reinforcement Learning für Selbst-adaptive Systeme
    In: Software Engineering 2021 / Pudlitz, Florian; Brokhausen, Florian; Vogelsang, Andreas; Fachtagung des GI-Fachbereichs Softwaretechnik, Software Engineering 2021 - Conference of the GI Software Engineering Section, SE 2021; Braunschweig; 22 - 26 February 2021 / Koziolek, Anne; Schaefer, Ina; Seidl, Christoph (Hrsg.) 2021, S. 75 - 76
    Online Volltext: dx.doi.org/ (Open Access)
  • Rios, Erkuden; Ferry, Nicolas; Song, Hui; Metzger, Andreas
    Introduction
    In: Devops for Trustworthy Smart Iot Systems / Ferry, Nicolas; Song, Hui; Metzger, Andreas; Rios, Erkuden 2021, S. 1 - 5
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Soria, Cristóbal Costa; Garbajosa, Juan; Moreno, Ana M.; Pakkala, Daniel; Rantala, Jukka; Robin, Valère; Saarinen, Jukka; Skjellaug, Bjørn; Song, Hui; Surridge, Mike; Tuikka, Tuomo; Urban, Josef; Weyer, Thorsten; Costa Soria, Cristóbal; M. Moreno, Ana
    Looking Ahead
    In: Devops for Trustworthy Smart Iot Systems / Ferry, Nicolas; Song, Hui; Metzger, Andreas; Rios, Erkuden 2021, S. 259 - 264
    Online Volltext: dx.doi.org/ (Open Access)
  • Laufer, Jan Hendrik; Mann, Zoltan Adam; Metzger, Andreas
    Modelling Data Protection in Fog Computing Systems using UMLsec and SysML-Sec
    In: 24th International Conference on Model-Driven Engineering Languages and Systems, MODELS-C 2021: Companion Proceedings / 2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), 10.-15.10.2021, Fukuoka, Virtual 2021, S. 777 - 786
    Online Volltext: dx.doi.org/
  • Palm, Alexander; Feit, Felix; Metzger, Andreas
    Online Reinforcement Learning for Self-Adaptive Smart IoT Systems
    In: Devops for Trustworthy Smart Iot Systems / Ferry, Nicolas; Song, Hui; Metzger, Andreas; Rios, Erkuden 2021, S. 123 - 141
    Online Volltext: dx.doi.org/ (Open Access)
  • Menasalvas, Ernestina; Swoboda, Nik; Moreno, Ana; Metzger, Andreas; Rothweiler, Aristide; Pavlopoulou, Niki; Curry, Edward
    Recognition of formal and non-formal training in data science
    In: The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem / Curry, Edward; Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana (Hrsg.) 2021, S. 311 - 332
    Online Volltext: dx.doi.org/ (Open Access)
  • Curry, Edward; Zillner, Sonja; Metzger, Andreas; Berre, Arne J.; Auer, Sören; Walshe, Ray; Despenic, Marija; Petkovic, Milan; Roman, Dumitru; Waterfeld, Walter; Seidl, Robert; Hasan, Souleiman; ul Hassan, Umair; Ojo, Adegboyega
    Technical research priorities for big data
    In: The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem / Curry, Edward; Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana (Hrsg.) 2021, S. 97 - 126
    Online Volltext: dx.doi.org/ (Open Access)
  • Ferry, Nicolas; Song, Hui; Rios, Erkuden; Metzger, Andreas
    The ENACT Approach
    In: DevOps for Trustworthy Smart IoT Systems / Ferry, Nicolas; Song, Hui; Metzger, Andreas; Rios, Erkuden 2021, S. 6 - 22
    Online Volltext: dx.doi.org/ (Open Access)
  • Curry, Edward; Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana; Hahn, Thomas; Bars, Laure; Petkovic, Milan; Lama, Nuria; Le Bars, Laure; De Lama, Nuria
    The European Big Data Value Ecosystem
    In: The Elements of Big Data Value: Foundations of the Research and Innovation Ecosystem / Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana / Curry, Edward (Hrsg.) 2021, S. 3 - 19
    Online Volltext: dx.doi.org/ (Open Access)
  • Ferry, Nicolas; Dominiak, Jacek; Gallon, Anne; González, Elena; Iturbe, Eider; Lavirotte, Stéphane; Martinez, Saturnino; Metzger, Andreas; Muntés-Mulero, Victor; Nguyen, Phu H.; Palm, Alexander; Rego, Angel; Rios, Erkuden; Riviera, Diego; Solberg, Arnor; Song, Hui; Tigli, Jean-Yves; Winter, Thierry
    Development and Operation of Trustworthy Smart IoT Systems : The ENACT Framework
    In: Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment: Revised Selected Papers / Second International Workshop, DEVOPS 2019, Château de Villebrumier, France, May 6–8, 2019 / Bruel, Jean-Michel; Mazzara, Manuel; Meyer, Bertrand (Hrsg.) 2020, S. 121 - 138
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Quinton, Clément; Mann, Zoltán Ádám; Baresi, Luciano; Pohl, Klaus
    Feature model-guided online reinforcement learning for self-adaptive services
    In: Service-Oriented Computing: 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020, Proceedings / 18th International Conference, ICSOC 2020, Dubai, United Arab Emirates, December 14–17, 2020 / Kafeza, Eleanna; Benatallah, Boualem; Martinelli, Fabio (Hrsg.) 2020, S. 269 - 286
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Palm, Alexander; Metzger, Andreas; Pohl, Klaus
    Online Reinforcement Learning for Self-adaptive Information Systems
    In: Advanced Information Systems Engineering: Proceedings / 32nd International Conference, CAiSE 2020, Grenoble, France, June 8–12, 2020 / Dustdar, Schahram; Yu, Eric; Salinesi, Camille; Rieu, Dominique; Pant, Vik (Hrsg.) 2020, S. 169 - 184
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Kley, Tristan; Palm, Alexander
    Triggering proactive business process adaptations via online reinforcement learning
    In: Business Process Management: Proceedings / 18th International Conference, BPM 2020, Seville, Spain, September 13–18, 2020 / Fahland, Dirk; Ghidini, Chiara; Becker, Jörg; Dumas, Marlon (Hrsg.) 2020, S. 273 - 290
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Franke, Johannes; Jansen, Thomas
    Data-driven Deep Learning for Proactive Terminal Process Management
    In: 17th International Conference on Business Process Management 2019 Industry Forum / Industry Forum at Business Process Management, BPM 2019 IF; Vienna; Austria; 1 - 6 September 2019 / vom Brocke, Jan; Mendling, Jan; Rosemann, Michael (Hrsg.) 2019, S. 190 - 201
    Online Volltext (Open Access)
  • Ferry, Nicolas; Solberg, Arnor; Song, Hui; Lavirotte, Stéphane; Tigli, Jean-Yves; Winter, Thierry; Muntés-Mulero, Victor; Metzger, Andreas; Rios Velasco, Erkuden; Castelruiz Aguirre, Amaia
    Enact: Development, operation, and quality assurance of trustworthy smart iot systems
    In: Software Engineering Aspects of Continuous Development and New Paradigms of Software Production and Deployment 2019, S. 112 - 127
    Online Volltext: dx.doi.org/
  • Mann, Zoltán Ádám; Metzger, Andreas; Prade, Johannes; Seidl, Robert
    Optimized Application Deployment in the Fog
    In: Service-Oriented Computing: Proceedings / 17th International Conference, ICSOC 2019, Toulouse, France, October 28–31, 2019 / Yangui, Sami; Rodriguez, Ismael Bouassida; Drira, Khalil (Hrsg.) 2019, S. 283 - 298
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Metzger, Andreas; Neubauer, Adrian; Bohn, Philipp; Pohl, Klaus
    Proactive Process Adaptation Using Deep Learning Ensembles
    In: Advanced Information Systems Engineering: Proceedings / 31st International Conference (CAiSE); Rome, Italy, June 3–7, 2019 / Giorgini, Paolo (Hrsg.) 2019, S. 547 - 562
    Online Volltext: dx.doi.org/ (Open Access)
  • Marquezan, Clarissa Cassales; Metzger, Andreas; Pohl, Klaus; Engen, Vegard; Boniface, Michael; Phillips, Stephen C.; Zlatev, Zlatko
    Adaptive Future Internet Applications : Opportunities and Challenges for Adaptive Web Services Technology
    In: Application Development and Design: Concepts, Methodologies, Tools, and Applications / Information Resources Management Association (USA) (Hrsg.) 2018, S. 1568 - 1589
    Online Volltext: dx.doi.org/
  • Mann, Zoltán Ádám; Metzger, Andreas
    Auto-adjusting self-adaptive software systems
    In: Proceedings of the15th IEEE International Conference on Autonomic Computing, ICAC 2018 / ICAC 2018; Trento; Italy; 3 - 7 September 2018 2018, S. 181 - 186
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Neubauer, Adrian
    Considering non-sequential control flows for process prediction with recurrent neural networks
    In: Proceedings - 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018 / 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018, Prague, Czech Republic, 29 August 2018 through 31 August 2018 2018, S. 268 - 272
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Reinartz, Christian; Pohl, Klaus
    Incremental verification of complex event processing applications for system monitoring
    In: Proceedings - 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018 / 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018, Prague, Czech Republic, 29 August 2018 through 31 August 2018 2018, S. 293 - 297
    Online Volltext: dx.doi.org/
  • Palm, Alexander; Mann, Zoltán Ádám; Metzger, Andreas
    Modeling data protection vulnerabilities of cloud systems using risk patterns
    In: System Analysis and Modeling. Languages, Methods, and Tools for Systems Engineering: Proceedings / 10th International Conference, SAM 2018, Copenhagen, Denmark, October 15–16, 2018 2018, S. 1 - 19
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Metzger, Andreas; Philipp, Felix; Föcker, Felix
    Predictive Business Process Monitoring unter Berücksichtigung von Prognoseverlässlichkeit und Risiko
    In: Software Engineering und Software Management 2018 / Software Engineering und Software Management Veranstaltung 2018 Ulm, 5.-9. März 2018 2018, S. 67 - 68
    Online Volltext (Open Access)
  • Mann, Zoltán Ádám; Salant, Eliot; Surridge, Mike; Ayed, Dhouha; Boyle, John; Heisel, Maritta; Metzger, Andreas; Mundt, Paul
    Secure Data Processing in the Cloud
    In: Advances in Service-Oriented and Cloud Computing / Workshops of ESOCC 2017, Oslo, Norway, September 27-29, 2017 / Mann, Zoltán Ádám; Stolz, Volker (Hrsg.) 2018, S. 149 - 153
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Pohl, Klaus; Metzger, Andreas
    Software Product Lines
    In: The Essence of Software Engineering / Gruhn, Volker; Striemer, Rüdiger (Hrsg.) 2018, S. 185 - 201
    Online Volltext: dx.doi.org/ (Open Access)
  • Mann, Zoltan Dám; Metzger, Andreas
    The special case of data protection and self-adaptation
    In: International Conference on Software Engineering: Proceedings / 13th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, SEAMS 2018; Gothenburg; Sweden; 28 -29 May 2018 2018, S. 190 - 191
    Online Volltext: dx.doi.org/
  • Mann, Zoltán Ádám; Metzger, Andreas; Schoenen, Stefan
    Towards a run-time model for data protection in the cloud
    In: Fachtagung Modellierung 2018 / Modellierung 2018, 21-23 February 2018, Braunschweig, Germany Jg. 1 2018, S. 71 - 86
  • Gol Mohammadi, Nazila; Mann, Zoltán Ádám; Metzger, Andreas; Heisel, Maritta; Greig, James
    Towards an end-to-end architecture for run-time data protection in the cloud
    In: Proceedings - 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018 / 44th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2018, Prague, Czech Republic, 29 August 2018 through 31 August 2018 2018, S. 514 - 518
    Online Volltext: dx.doi.org/
  • Schoenen, Stefan; Mann, Zoltán Ádám; Metzger, Andreas
    Using Risk Patterns to Identify Violations of Data Protection Policies in Cloud Systems
    In: Service-Oriented Computing – ICSOC 2017 Workshops / ICSOC: International Conference on Service-Oriented Computing, Málaga, Spain, November 13–16, 2017 2018, S. 296 - 307
    Online Volltext: dx.doi.org/
  • Feltus, Christophe; Proper, Erik H. A.; Metzger, Andreas; Garcia Lopez, Juan Carlos; Gonzalez Castineira, Rodrigo
    Value CoCreation (VCC) Language Design in the Frame of a Smart Airport Network Case Study
    In: Proceedings - International Conference on Advanced Information Networking and Applications, AINA / 32nd International Conference on Advanced Information Networking and Applications (AINA), 16-18 May 2018 2018, S. 858 - 865
    Online Volltext: dx.doi.org/
  • Sharifloo, Amir Molzam; Metzger, Andreas
    MCaaS : Model checking in the cloud for assurances of adaptive systems
    In: Software Engineering for Self-Adaptive Systems III. Assurances / International Seminar on Software Engineering for Self-Adaptive Systems: Assurances 2013.12.15-19 Dagstuhl / Lemos, Rogério de; Garlan, David; Ghezzi, Carlo; Giese, Holger (Hrsg.) 2017, S. 137 - 153
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    Modellbasierte Datenschutzprüfung datenintensiver Cloud Dienste
    In: Software Engineering 2017 / Software Engineering 2017, 21. - 24. Februar 2017, Hannover / Jürjens, Jan; Schneider, Kurt; Gesellschaft für Informatik (GI) (Hrsg.) 2017, S. 115 - 116
    Online Volltext (Open Access)
  • Mann, Zoltán Ádám; Metzger, Andreas
    Optimized Cloud Deployment of Multi-Tenant Software Considering Data Protection Concerns
    In: Proceedings - 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017 / Carretero, Jésus; Parashar, Manish; 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, CCGRID 2017; Madrid; Spain; 14 May 2017 through 17 May 2017 / Institute of Electrical and Electronics Engineers (Hrsg.) 2017, S. 609 - 618
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Föcker, Felix
    Predictive business process monitoring considering reliability estimates
    In: Advanced information systems engineering: Proceedings / 29th International Conference, CAiSE 2017, Essen, Germany, June 12-26, 2017 / Dubois, Eric; Pohl, Klaus (Hrsg.) 2017, S. 445 - 460
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Bohn, Philipp
    Risk-based proactive process adaptation
    In: Service-oriented computing: Proceedings / 15th International Conference, ICSOC 2017, Malaga, Spain, November 13-16, 2017 / Maximilien, Michael; Vallecillo, Antonio; Wang, Jianming (Hrsg.) 2017, S. 351 - 366
    Online Volltext: dx.doi.org/ (Open Access)
  • Metzger, Andreas; Leitner, Philipp; Ivanovic, Dragan; Schmieders, Eric; Franklin, Rod; Carro, Manuel; Dustdar, Schahram; Pohl, Klaus
    Vergleich und Kombination von Techniken des Predictive Business Process Monitoring
    In: Software Engineering 2017 / Software Engineering 2017, 21. - 24. Februar 2017, Hannover / Jürjens, Jan; Schneider, Kurt; Gesellschaft für Informatik (GI) (Hrsg.) 2017, S. 79 - 80
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  • Metzger, Andreas; Bayer, Andreas; Doyle, Daniel; Molzam Sharifloo, Amir; Pohl, Klaus; Weßling, Florian
    Coordinated run-time adaptation of variability-intensive systems : an application in cloud computing
    In: Proceedings of the 1st International Workshop on Variability and Complexity in Software Design / The 38th International Conference on Software Engineering Austin, TX, May 14 - 22, 2016 2016, S. 5 - 11
    Online Volltext: dx.doi.org/
  • Jamshidi, Pooyan; Molzam Sharifloo, Amir; Pahl, Claus; Arabnejad, Hamid; Metzger, Andreas; Estrada, Giovani
    Fuzzy self-learning controllers for elasticity management in dynamic cloud architectures
    In: 2016 12th International ACM SIGSOFT Conference on Quality of Software Architectures: proceedings / International ACM SIGSOFT Conference on Quality of Software Architectures, 5-8 April 2016, Venice, Italy 2016, S. 70 - 79
    Online Volltext: dx.doi.org/ (Open Access)
  • Molzam Sharifloo, Amir; Metzger, Andreas; Quinton, Clement; Baresi, Luciano; Pohl, Klaus
    Learning and evolution in dynamic software product lines
    In: Proceedings of the 11th International Symposium on Software Engineering for Adaptive and Self-Managing Systems / The 38th International Conference on Software Engineering Austin, TX, May 14 - 22, 2016 2016, S. 158 - 164
    Online Volltext: dx.doi.org/
  • Jamshidi, Pooyan; Molzam Sharifloo, Amir; Pahl, Claus; Arabnejad, Hamid; Metzger, Andreas; Estrada, Giovani
    Self-Learning Cloud Controllers : Fuzzy Q-Learning for Knowledge Evolution
    In: 2015 International Conference on Cloud and Autonomic Computing (ICCAC) / IEEE International Conference on Cloud and Autonomic Computing, 21 - 25 Sept. 2015, Cambridge, MA, USA 2016, S. 208 - 211
    Online Volltext: dx.doi.org/ (Open Access)
  • Baresi, Luciano; Menzies, Tim; Metzger, Andreas; Zimmermann, Thomas
    1st international workshop on big data software engineering (BIGDSE 2015)
    In: Proceedings of the Second ACM International Conference on Mobile Software Engineering and Systems / 37th IEEE International Conference on Software Engineering, 16-24 May, 2015, Florence / Abadi, Aharon (Hrsg.) 2015
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    A Runtime Model Approach for Data Geo-location Checks of Cloud Services
    In: Service-Oriented Computing - ICSOC 2014 Workshops: Revised Selected Papers / WESOA; SeMaPS, RMSOC, KASA, ISC, FOR-MOVES, CCSA and Satellite Events, Paris, France, November 3-6, 2014 / Toumani, Farouk; Pernici, Barbara; Grigori, Daniela; Benslimane, Djamal (Hrsg.) 2015, S. 306 - 320
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    Architectural Runtime Models for Privacy Checks of Cloud Applications
    In: Proceedings of the 7th International Workshop on Principles of Engineering Service-Oriented and Cloud Systems / 2015 IEEE/ACM 7th International Workshop on Principles of Engineering Service-Oriented and Cloud Systems (PESOS 2015) : Florence, Italy, 23 May 2015 / Institute of Electrical and Electronics Engineers Corporation; Association for Computing Machinery Corporation (Hrsg.) 2015, S. 17 - 23
    Online Volltext: dx.doi.org/ Online Volltext
  • Heinrich, Robert; Pohl, Klaus; Reussner, Ralf; Schmieders, Eric; Metzger, Andreas; Jung, Reiner; Hasselbring, Wilhelm
    Architectural run-time models for operator-in-the-loop adaptation of cloud applications
    In: 2015 IEEE 9th International Symposium on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems / 9th International Symposium on the Maintenance and Evolution of Service-Oriented Systems and Cloud-Based Environments, MESOCA 2015; Bremen; Germany; 2 October 2015 / Winter, Andreas (Hrsg.) 2015, S. 36 - 40
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    Ein Laufzeitmodel-basierter Ansatz zur Datenschutz-Prüfung von Cloud-Systemen
    In: Software Engineering & Management 2015: Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI) / Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW ; 17. März - 20. März 2015 in Dresden / Aßmann, Uwe (Hrsg.) 2015, S. 145 - 146
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    Ein Laufzeitmodell-basierter Ansatz zur Datenschutz-Prüfung von Cloud-Systemen
    In: Software Engineering and Management 2015: Multikonferenz der GI-Fachbereiche Softwaretechnik (SWT) und Wirtschaftsinformatik (WI), FA WI-MAW / Fachbereich Softwaretechnik, Gesellschaft für Informatik; Fachbereich Wirtschaftsinformatik, Gesellschaft für Informatik; Multiconference of the GI Special Interest Groups Software Engineering (SWT) and Information Systems (WI), FA WI-MAW; Dresden, 17 - 20 March 2015 / Aßmann, Uwe (Hrsg.) 2015, S. 145 - 146
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  • Adam, S.; Seyff, N.; Metzger, Andreas; Perini, A.
    Message from the Chairs
    In: 2015 IEEE 1st International Workshop on Crowd-Based Requirements Engineering / 1st International Workshop on Crowd-Based Requirements Engineering (CrowdRE 2015) : Ottawa, Ontario, Canada, 25 August 2015 / Adam, Sebastian (Hrsg.) 2015, S. iii - iv
    Online Volltext: dx.doi.org/
  • Reinartz, Christian; Metzger, Andreas; Pohl, Klaus
    Model-based verification of event-driven business processes
    In: DEBS'15: Proceedings of the 9th ACM International Conference on Distributed Event-Based Systems / 9th ACM International Conference on Distributed Event-Based Systems : June 29-July 3, 2015, Oslo, Norway, DEBS'15 / Eliassen, Frank; Vitenberg, Roman (Hrsg.) 2015, S. 1 - 9
    Online Volltext: dx.doi.org/ Online Volltext
  • Föcker, Felix; Neubauer, Adrian; Metzger, Andreas; Gröner, Gerd; Pohl, Klaus
    Real-time Cargo Volume Recognition using Internet-connected 3D Scanners
    In: Proceedings of the 10th International Conference on Evaluation of Novel Approaches to Software Engineering / 10th International Conference on Evaluation of Novel Approaches to Software Engineering, April 29-29, 2015, in Barcelona, Spain / Filipe, Joaquim; Maciaszek, Leszek (Hrsg.) 2015, S. 323 - 330
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas; Pohl, Klaus
    Runtime Model-Based Privacy Checks of Big Data Cloud Services
    In: Service-Oriented Computing: Proceedings / 13th International Conference, ICSOC 2015, Goa, India, November 16-19, 2015 / Barros, Alistair; Grigori, Daniela; Dam, Hoa-Khanh (Hrsg.) 2015, S. 71 - 86
    Online Volltext: dx.doi.org/
  • Marquezan, Clarissa; Bruneo, Dario; Longo, Francesco; Weßling, Florian; Metzger, Andreas; Puliafito, Antonia
    3-D Cloud Monitoring : Enabling Effective Cloud Infrastructure and Application Management
    In: 10th International Conference on Network and Service Management (CNSM), 2014 / International Conference on Network and Service Management (CNSM), 17 - 21 Nov. 2014, Rio de Janeiro, Brazil / Raz, Danny (Hrsg.) 2014, S. 55 - 63
    Online Volltext: dx.doi.org/
  • Bruneo, Dario; Fritz, Thomas; Keidar Barner, Sharon; Leitner, Philipp; Longo, Francesco; Metzger, Andreas; Pohl, Klaus
    CloudWave : Where adaptive cloud management meets DevOps
    In: Proceedings of the Workshop on Management of Cloud Systems: Volume : Workshops / 2014 IEEE Symposium on Computers and Communications (ISCC), 23-26 June 2014, Funchal 2014, S. 1 - 6
    Online Volltext: dx.doi.org/; Online Volltext: dx.doi.org/ (Open Access)
  • Heinrich, Robert; Schmieders, Eric; Jung, Reiner; Rostami, Kiana; Metzger, Andreas; Hasselbring, Wilhelm; Reussner, Ralf; Pohl, Klaus
    Integrating Run-time Observations and Design Component Models for Cloud System Analysis
    In: Models@run.time 2014: Proceedings of the 9th Workshop on Models@run.time / 9th International Workshop on Models@run.time (MRT 2014), 30 September 2014, Valencia, Spain 2014, S. 41 - 46
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  • Metzger, Andreas; Schmidt, Philipp; Reinartz, Christian; Pohl, Klaus
    Management operativer Logistikprozesse mit Future-Internet-Leitständen : Erfahrungen aus dem LoFIP-Projekt
    In: Software Engineering 2014: Fachtagung des GI-Fachbereichs Softwaretechnik ; 25. Februar - 28. Februar 2014 in Kiel, Deutschland / Software Engineering 2014, 25.-28.02.2014, Kiel / Hasselbring, Wilhelm; Ehmke, Nils Christian (Hrsg.) 2014, S. 177 - 182
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  • Cassales Marquezan, Clarissa; Metzger, Andreas; Franklin, Rod; Pohl, Klaus
    Runtime Management of Multi-level SLAs for Transport and Logistics Services
    In: Service-Oriented Computing: Proceedings / 12th International Conference, ICSOC 2014, Paris, France, November 3-6, 2014 / Franch, Xavier; Ghose, Aditya K.; Lewis, Grace A. (Hrsg.) 2014, S. 560 - 574
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Pohl, Klaus
    Software product line engineering and variability management : achievements and challenges
    In: Proceedings of the on Future of Software Engineering / ICSE '14, 36th International Conference on Software Engineering Hyderabad, India — May 31 - June 07, 2014 / Herbsleb, James; Dwyer, Matthew B. (Hrsg.) 2014, S. 70 - 84
    Online Volltext: dx.doi.org/ Online Volltext
  • Marquezan, Clarissa Cassales; Wessling, Florian; Metzger, Andreas; Pohl, Klaus; Woods, Chris; Wallbom, Karl
    Towards exploiting the full adaptation potential of cloud applications
    In: Proceedings of the 6th International Workshop on Principles of Engineering Service-Oriented and Cloud Systems / International Workshop on Principles of Engineering Service-Oriented and Cloud Systems ; PESOS ; May 31, 2014, Hyderabad, India / Ali Babar, Muhammad; Paik, Hye-Young; Chetlur, Malolan; Bauer, Michael (Hrsg.) 2014, S. 48 - 57
    Online Volltext: dx.doi.org/
  • Gol Mohammadi, Nazila; Paulus, Sachar; Bishr, Mohamed; Metzger, Andreas; Könnecke, Holger; Hartenstein, Sandro; Weyer, Thorsten; Pohl, Klaus
    Trustworthiness Attributes and Metrics for Engineering Trusted Internet-Based Software Systems
    In: Cloud Computing and Services Science: Revised Selected Papers / Third International Conference, CLOSER 2013, Aachen, Germany, May 8-10, 2013 / Helfert, Markus; Desprez, Frederic; Leymann, Frank; Ferguson, Donald (Hrsg.) 2014, S. 19 - 35
  • Metzger, Andreas; Sammodi, Osama; Pohl, Klaus
    Accurate Proactive Adaptation of Service-Oriented Systems
    In: Assurances for Self-Adaptive Systems: Principles, Models, and Techniques / Cámara, Javier; Lemos, Rogério; Ghezzi, Carlo (Hrsg.) 2013, S. 240 - 265
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Di Notto, Elisabetta
    Addressing Highly Dynamic Changes in Service-Oriented Systems : Towards Agile Evolution and Adaptation
    In: Agile and lean service-oriented development: foundations, theory, and practice / Wang, Xiaofeng (Hrsg.) 2013, S. 164 - 177
  • Gol Mohammadi, Nazila; Paulus, Sachar; Bishr, Mohamed; Metzger, Andreas; Koennecke, Holger; Hartenstein, Sandro; Pohl, Klaus
    An analysis of Software Quality Attributes and their contribution to trustworthiness
    In: Proceedings of the 3rd International Conference on Cloud Computing and Services Science / Desprez, Frédéric; 3rd International Conference on Cloud Computing and Services Science : Aachen, Germany, 8 - 10, May 2013 2013, S. 542 - 552
  • Feldmann, Zohar; Fournier, Fabiana; Franklin, Rod; Metzger, Andreas
    Proactive event processing in action : a case study on the proactive management of transport processes (industry article)
    In: Proceedings of the 7th ACM international conference on Distributed event-based systems / DEBS '13, 7th ACM international conference on Distributed event-based systems, June 29 - July 3, 2013, Arlington, Texas, USA / Chakravarthy, Sharma (Hrsg.) 2013, S. 97 - 106
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Pohl, Klaus; Engen, Vegard; Boniface, Michael
    Adaptive Future Internet Applications : Opportunities and Challenges for Adaptive Web Services Technology
    In: Adaptive web services for modular and reusable software development: Tactics and solutions / Guadalupe, Ortiz; Cubo, Javier (Hrsg.) 2012, S. 333 - 353
  • Metzger, Andreas; Bucchiarone, Antonio; Cappiello, Cinzia; Gorlatch, Sergei
    Design for Self-Adaptation in Service-Oriented Systems in the Cloud
    In: European research activities in cloud computing / Petcu, Dana (Hrsg.) 2012, S. 203 - 230
  • Baresi, Luciano; Georgantas, Nikolaos; Hamann, Kristof; Issarny, Valerie; Metzger, Andreas
    Emerging Research Themes in Services-Oriented Systems
    In: Annual SRII global conference (SRII), 2012: Proceedings / Annual SRII global conference, 24 - 27 July 2012, San Jose, California, USA 2012, S. 333 - 342
    Online Volltext: dx.doi.org/
  • Lago, Patricia; Lewis, Grace A.; Metzger, Andreas; Tosic, Vladimir
    Foreword
    In: 2012 ICSE Workshop on Principles of Engineering Service Oriented Systems (PESOS) / Lago, Patricia; ICSE International Workshop on Principles of Engineering Service Oriented Systems, 4 June 2012, Zurich, Switzerland 2012
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Franklin, Rod; Engel, Yagil
    Predictive Monitoring of Heterogeneous Service-oriented Business Networks : The Transport and Logistics Case
    In: Annual SRII global conference (SRII), 2012: Proceedings / Annual SRII global conference, 24 - 27 July 2012, San Jose, California, USA / Service Research and Innovation Institute Corporation (Hrsg.) 2012, S. 313 - 322
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Marconi, Annapaola; Papazoglou, Mike; Pohl, Klaus; Karastoyanova, Dimka
    Research challenges on adaptive software and services in the future internet : towards an S-Cube research roadmap
    In: Proceeding of the Workshop on European Software Services and Systems Research - Results and Challenges / 2012 Workshop on European Software Services and Systems Research - Results and Challenges (S-Cube 2012) : Zurich, Switzerland, 5 June 2012 / Metzger, Andreas; Pohl, Klaus; Papazoglou, Mike (Hrsg.) 2012, S. 1 - 7
    Online Volltext: dx.doi.org/ Online Volltext
  • Metzger, Andreas; Gorlatsch, S.
    Research challenges on engineering service-oriented applications
    In: 2012 Workshop on European Software Services and Systems Research - Results and Challenges (S-Cube) / Workshop on European Software Services and Systems Research - Results and Challenges, 5 June 2012, Zurich, Switzerland / Metzger, Andreas; Pohl, Klaus; Papazoglou, Mike (Hrsg.) 2012, S. 14 - 20
    Online Volltext: dx.doi.org/
  • Marconi, Annapaola; Bucchiarone, Antonio; Bratanis, Konstantinos; Brogi, Antonio; Camara, Javier; Dranidis, Dimitris; Giese, Holger; Kazhamiakink, Raman; De Lemos, Rogerio; Marquezan, Clarissa Cassales; Metzger, Andreas
    Research challenges on multi-layer and mixed-initiative monitoring and adaptation for service-based systems
    In: 2012 Workshop on European Software Services and Systems Research - Results and Challenges (S-Cube) / Workshop on European Software Services and Systems Research - Results and Challenges, 5 June 2012, Zurich, Switzerland 2012, S. 40 - 46
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Chi, Chi-Hung; Engel, Yagil; Marconi, Annapaola
    Research challenges on online service quality prediction for proactive adaptation
    In: 2012 Workshop on European Software Services and Systems Research - Results and Challenges (S-Cube) / Workshop on European Software Services and Systems Research - Results and Challenges, 5 June 2012, Zurich, Switzerland / Metzger, Andreas; Pohl, Klaus; Papazoglou, Mike (Hrsg.) 2012, S. 51 - 57
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Schmieders, Eric; Sammodi, Osama; Pohl, Klaus
    Verification and testing at run-time for online quality prediction
    In: 2012 Workshop on European Software Services and Systems Research - Results and Challenges (S-Cube): Proceedings / Workshop on European Software Services and Systems Research - Results and Challenges, 5 June 2012, Zurich, Switzerland 2012, S. 49 - 50
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Marquezan, Clarissa
    Future Internet Apps : The Next Wave of Adaptive Service-Oriented Systems?
    In: Towards a Service-Based Internet: Proceedings / 4th European Conference, ServiceWave 2011, Poznan, Poland, October 26-28, 2011 / Abramowicz, Witold; Llorente, Ignacio M.; Surridge, Mike (Hrsg.) 2011, S. 230 - 241
    Online Volltext: dx.doi.org/
  • Franklin, Rod; Metzger, Andreas; Stollberg, Michael; Engel, Yagil; Fleischhauer, Rene; Marquezan, Clarissa
    Future Internet Technology for the Future of Transport and Logistics
    In: Towards a Service-Based Internet: Proceedings / 4th European Conference, ServiceWave 2011, Poznan, Poland, October 26-28, 2011 / Abramowicz, Witold; Llorente, Ignacio M.; Surridge, Mike (Hrsg.) 2011, S. 290 - 301
    Online Volltext: dx.doi.org/
  • Gehlert, Andrea; Metzger, Andreas; Karastoyanova, Dimka; Kazhamiakin, Raman; Pohl, Klaus
    Integrating Perfective and Corrective Adaptation of Service-based Applications
    In: Service Engineering: European Research Results / Dustdar, Schahram; Li, Fei (Hrsg.) 2011, S. 137 - 169
    Online Volltext: dx.doi.org/
  • Schmieders, Eric; Metzger, Andreas
    Preventing Performance Violations of Service Compositions Using Assumption-Based Run-Time Verification
    In: Towards a Service-Based Internet: Proceedings / 4th European Conference, ServiceWave 2011, Poznan, Poland, October 26-28, 2011 / Abramowicz, Witold; Llorente, Ignacio M.; Surridge, Mike (Hrsg.) 2011, S. 194 - 205
    Online Volltext: dx.doi.org/
  • Metzger, Andreas
    Towards accurate failure prediction for the proactive adaptation of service-oriented systems
    In: Proceedings of the 8th workshop on Assurances for self-adaptive systems / ESEC/FSE'11 Joint Meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering Szeged, Hungary — September 05 - 09, 2011 / Camara, Javier; de Lemos, Rogßrio; Ghezzi, Carlos; Lopes, Antonia (Hrsg.) 2011
    Online Volltext: dx.doi.org/ Online Volltext
  • Sammodi, Osama; Metzger, Andreas; Franch, Xavier; Oriol, Marc; Pohl, Klaus
    Usage-Based Online Testing for Proactive Adaptation of Service-Based Applications
    In: Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference / IEEE 35th Annual Computer Software and Applications Conference (COMPSAC), 2011 : 18 - 22 July 2011, Munich, Germany / Computer Society; Institute of Electrical and Electronics Engineers (Hrsg.) 2011, S. 582 - 587
    Online Volltext: dx.doi.org/ Online Volltext
  • Lewis, Grace; Metzger, Andreas; Pistore, Marco; Smith, Dennis; Zisman, Andrea
    2010 ICSE 2nd International Workshop on Principles of Engineering Service-Oriented Systems (PESOS 2010)
    In: Proceedings 38th International Conference on Software Engineering: Volume 2 / 32nd International Conference on Software Engineering Cape Town, South Africa, May 01 - 08, 2010 / Kramer, Jeff (Hrsg.) 2010, S. 429 - 430
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Benbernou, Salima; Carro, Manuel; Driss, Maha; Di Notto, Elisabetta
    Analytical Quality Assurance
    In: Service Research Challenges and Solutions for the Future Internet: S-Cube – Towards Engineering, Managing and Adapting Service-Based Systems / Papazoglou, Mike; Pohl, Klaus; Parkin, Michael (Hrsg.) 2010, S. 209 - 270
    Online Volltext: dx.doi.org/
  • Stricker, Vanessa; Metzger, Andreas; Pohl, Klaus
    Avoiding Redundant Testing in Application Engineering
    In: Software Product Lines: Going Beyond: Proceedings / 14th International Conference, SPLC 2010, Jeju Island, South Korea, September 13-17, 2010 / Bosch, Jan; Lee, Jaejoon (Hrsg.) 2010
    Online Volltext: dx.doi.org/
  • Stallbaum, Heiko; Metzger, Andreas; Pohl, Klaus
    Der Einsatz quantitativer Sicherheitsanalysen für den risikobasierten Test eingebetteter Systeme
    In: Software Engineering 2010: Fachtagung des GI-Fachbereichs Softwaretechnik ; 22. - 26. Februar 2010, Paderborn / Software Engineering 2010 ; Fachtagung GI-Fachbereich Softwaretechnik ; 22. - 26. Februar 2010, Paderborn, Germany / Engels, Gregor; Luckey, Markus; Schäfer, Wilhelm (Hrsg.) 2010, S. 225 - 236
    Online Volltext
  • Dranidis, Dimitris; Metzger, Andreas; Kourtesis, Dimitrios
    Enabling Proactive Adaptation through Just-in-Time Testing of Conversational Services
    In: Towards a Service-Based Internet / Third European Conference, ServiceWave 2010, Ghent, Belgium, December 13-15, 2010 / Nitto, Elisabetta; Yahyapour, Ramin (Hrsg.) 2010, S. 63 - 75
    Online Volltext: dx.doi.org/
  • Gehlert, Andreas; Bucchiarone, Antonio; Kazhamiakin, Raman; Metzger, Andreas; Pistore, Marco; Pohl, Klaus
    Exploiting assumption-based verification for the adaptation of service-based applications
    In: Proceedings of the 2010 ACM Symposium on Applied Computing / SAC'10 The 2010 ACM Symposium on Applied Computing Sierre, Switzerland — March 22 - 26, 2010 2010, S. 2430 - 2437
    Online Volltext: dx.doi.org/
  • Papazoglou, Mike; Pohl, Klaus; Parkin, Michael; Metzger, Andreas
    Foreword : S-Cube’s Foundations for the Internet of Services
    In: Service Research Challenges and Solutions for the Future Internet: S-Cube – Towards Engineering, Managing and Adapting Service-Based Systems / Papazoglou, Mike; Pohl, Klaus; Parkin, Michael; Metzger, Andreas 2010
  • Lewis, Grace; Metzger, Andreas; Pistore, Marco; Smith, Dennis; Zisman, Andrea
    Proceedings of the 2nd International Workshop on Principles of Engineering Service-Oriented Systems
    In: Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering (ICSE 2010) / ICSE '10 32nd International Conference on Software Engineering Cape Town, South Africa — May 01 - 08, 2010 2010
  • Lauenroth, Kim; Metzger, Andreas; Pohl, Klaus
    Quality Assurance in the Presence of Variability
    In: Intentional perspectives on information systems engineering / Nurcan, Selmin (Hrsg.) 2010, S. 319 - 334
    Online Volltext: dx.doi.org/
  • Papazoglou, Mike; Pohl, Klaus; Metzger, Andreas; van den Heuvel, Willem-Jan
    The S-Cube Research Vision
    In: Service Research Challenges and Solutions for the Future Internet: S-Cube – Towards Engineering, Managing and Adapting Service-Based Systems / Papazoglou, Mike; Pohl, Klaus; Parkin, Michael (Hrsg.) 2010, S. 1 - 26
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Schmieders, Eric; Cappiello, Cinzia; Pistore, Marco
    Towards Proactive Adaptation : A Journey Along the S-Cube Service Life-Cycle
    In: Proceedings of the 4th International Workshop on Maintenance and Evolution of Service-Oriented Systems (MESOA 2010) / Fourth International Workshop on a Research Agenda for Maintenance and Evolution of Service-Oriented Systems (MESOA 2010) Date of Original Version / Lewis, Grace A.; Smith, Dennis B.; Kontogiannis, Kostas (Hrsg.) 2010
    Online Volltext
  • Metzger, Andreas; Sammodi, Osama; Pohl, Klaus; Rzepka, Mark
    Towards pro-active adaptation with confidence: augmenting service monitoring with online testing
    In: Proceedings of the Workshop on Software Engineering for Adaptive and Self-Managing Systems / ICSE '10 32nd International Conference on Software Engineering Cape Town, South Africa — May 01 - 08, 2010 / de Lemos, Rogèrio; Pezze, Mauro (Hrsg.) 2010, S. 20 - 28
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Stallbaum, H.; Kiesgen, T.
    Improving Risk-based Testing by Considering Requirements Metrics
    In: Proceedings of the 8th International Conference on Software Testing / ICSTEST 2007, Düsseldorf, Germany, 25th-27th April 2007 2007
  • Herold, Sebastian; Metzger, Andreas; Rausch, Andreas; Stallbaum, Heiko
    Towards Bridging the Gap between Goal-Oriented Requirements Engineering and Compositional Architecture Development
    In: Proceedings of the Second Workshop on SHAring and Reusing architectural Knowledge Architecture, Rationale, and Design Intent / SHARK/ADI 2007, Minneapolis, MN, USA, 19th-20th May 2007 2007
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Pohl, Klaus
    Variability Modeling and Management in Software Product Line Engineering
    In: 29th International Conference on Software Engineering: Proceedings / ICSE 2007 ; 20 - 26 May 2007, Minneapolis, Minnesota 2007
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Pohl, Klaus
    Anforderungsbasierte Erkennung von Feature-Interaktionen in der Produktlinienentwicklung
    In: Software Engineering 2006: Fachtagung des GI-Fachbereichs Softwaretechnik, 28. - 31.03.2006 in Leipzig / Software Engineering 2006 ; Fachtagung GI-Fachbereich Softwaretechnik ; 28. - 31. März 2006, Leipzig, Germany / Biel, Bettina; Book, Matthias; Gruhn, Volker (Hrsg.) 2006, S. 53 - 58
    Online Volltext
  • Rinke, T.; Bauer, T.; Metzger, Andreas; Robinson-Mallett, C.; Eschbach, R.; Pohl, Klaus
    Einsatz von Modellen für das risikominimierende, anforderungsbasierte Testen von Softwaresystemen (ranTEST).
    In: Tagungsband zur Statuskonferenz Forschungsoffensive "Software Engineering 2006" / Forschungsoffensive "Software Engineering 2006" Statuskonferenz 26.-28. Juni 2006, Universität Stuttgart 2006
  • Metzger, Andreas; Pohl, Klaus; Reis, S.; Reuys, A.
    Model-Based Testing of Software Product Lines
    In: Proceedings of the 7th Intl. Conference on Software Testing / ICSTEST 2006, Düsseldorf, Germany, May 2006 2006
  • Reis, S.; Metzger, Andreas; Pohl, K.
    Modellbasierte Generierung von Testfallszenarien für den aufwandsoptimierten Integrationstest
    In: Informatik 2006 - Informatik für Menschen / Informatik 2006 - Informatik für Menschen : 2. - 6. Oktober 2006 in Dresden. 2 / Hochberger, Christian; Liskowsky, R. (Hrsg.) 2006, S. 264 - 265
  • Metzger, Andreas; van der Linden, Frank; Pohl, Klaus
    Software Product Line Variability Management
    In: 10th International Software Product Line Conference: Proceedings / SPLC 2006 ; 21 - 24 August 2006, Baltimore, Maryland 2006
    Online Volltext: dx.doi.org/
  • Pohl, Klaus; Metzger, Andreas
    Variability Management in Software Product Line Engineering
    In: Proceedings of the 28th international Conference on Software Engineering / ICSE06: International Conference on Software Engineering, Shanghai, China, May 20 - 28, 2006 / Osterweil, Leon J.; Rombach, Dieter (Hrsg.) 2006, S. 1049 - 1050
    Online Volltext: dx.doi.org/
  • Metzger, Andreas
    A Systematic Look at Model Transformations
    In: Model-Driven Software Development / Beydeda, Sami; Book, Matthias; Gruhn, Volker (Hrsg.) 2005
    Online Volltext: dx.doi.org/
  • Metzger, Andreas; Bühne, S.; Lauenroth, K.; Pohl, Klaus
    Considering Feature Interactions in Product Lines : Towards the Automatic Derivation of Dependencies between Product Variants
    In: Feature Interactions in Telecommunications and Software Systems VIII. / Reiff-Marganiec, Stephan (Hrsg.) 2005
  • Metzger, Andreas
    Considering Feature Interactions in Product Lines : Towards the Automatic Derivation of Dependencies between Product Variants
    In: International Conference on Feature Interactions in Telecommunications and Software Systems (ICFI) / 8th International Conference on Feature Interactions in Telecommunications and Software Systems, 28th to 30th June 2005 Leicester, UK 2005
  • Metzger, Andreas
    Software-Qualitätssicherung durch Automatisierung – Ein modellbasierter Ansatz
    In: Ausgezeichnete Informatikdissertationen / Wagner, Dorothea (Hrsg.) 2005, S. 5
  • Metzger, Andreas; Zimmermann, G.
    A Software Generation Process for User-centered Dynamic Building System Models
    In: eWork and eBusiness in Architecture, Engineering and Construction / 5th European Conference on Product and Process Modelling in the Building and Construction Industry - ECPPM 2004, 8-10 September 2004, Istanbul, Turkey / Dikbas, Attila; Scherer, Raimar (Hrsg.) 2004
    Online Volltext: dx.doi.org/
  • Metzger, Andreas
    Effiziente Modellierung durch Automatisierung
    In: Proceedings Modellierung 2004,23-26. März / Modellierung 2004, Tagung, 23.-26. März 2004, Marburg 2004, S. 287 - 288
  • Metzger, Andreas; Webel, Christian
    Feature Interaction Detection in Building Control Systems by Means of a Formal Product Model
    In: Proceedings Feature Interactions in Telecommunications and Software Systems VII / Feature Interactions in Telecommunications and Software Systems VII, June 11-13, 2003, Ottawa, Canada / Amyot, D.; Logrippo, L. (Hrsg.) 2003, S. 105 - 121
  • Metzger, Andreas
    Konzeption und Analyse eines Softwarepraktikums im Grundstudium
    In: Software-Engineering im Unterricht der Hochschulen / SEUH 8 - Berlin 2003 / Siedersleben, Johannes; Weber-Wulff, Debora (Hrsg.) 2003, S. 41 - 48
  • Metzger, Andreas; Queins, Stefan
    Model-Based Generation of SDL Specifications for the Early Prototyping of Reactive Systems
    In: Telecommunications and beyond: The BroaderApplicability of SDL and MSC / Third International Workshop, SAM 2002 Aberystwyth, UK, June 24–26, 2002 / Sherrat, Edel (Hrsg.) 2003, S. 158 - 169
    Online Volltext: dx.doi.org/
  • Metzger, Andreas
    Requirements Engineering by Generator-Based Prototyping
    In: Software Reuse – Requirements, Technologies and Applications.: Proceedings International Colloquium of the SFB 501 / Alt, H.; Becker, M. (Hrsg.) 2003, S. 25 - 35
  • Metzger, Andreas; Queins, Stefan
    Specifying Building Automation Systems with PROBAnD, a Method Based on Prototyping, Reuse, and Object-orientation
    In: OMER – Object-Oriented Modeling of Embedded Real-Time Systems / OMER-2: May 10 - 12 2001, Herrsching am Ammersee / Hofmann, Peter; Schürr, Andy (Hrsg.) 2002, S. 135 - 140
  • Metzger, Andreas; Mahdavi, A.; Zimmermann, G.
    Towards a Virtual Laboratory for Building Performance and Control
    In: Cybernetics and Systems 2002: Proceedings / Sixteenth European Meeting on Cybernetics and Systems Research, ... held at the University of Vienna, Austria, 2 - 5 April 2002 / Trappl, Robert (Hrsg.) 2002, S. 281 - 286
  • Metzger, Andreas
    A Reuse- and Prototyping-based Approach for the Specification of Building Automation Systems
    In: OMER - Object-Oriented Modeling of Embedded Real-Time Systems / GI-Workshops OMER1 & OMER2 May 28/29, 1999 & May 10-12, 2001, Herrsching am Amersee, Germany 2001

    • Bücher/Sammelwerke/Tagungsbände

  • Curry, Edward; Auer, Sören; Berre, Arne J.; Metzger, Andreas; Perez, Maria S.; Zillner, Sonja (Hrsg.)
    Technologies and Applications for Big Data Value
    Cham (2022) 555 S.
    Online Volltext: dx.doi.org/ (Open Access)
  • Ferry, Nicolas; Song, Hui; Metzger, Andreas; Rios, Erkuden
    DevOps for Trustworthy Smart IoT Systems
    Norwell (2021)
    Online Volltext: dx.doi.org/ (Open Access)
  • Curry, Edward; Metzger, Andreas; Zillner, Sonja; Pazzaglia, Jean-Christophe; García Robles, Ana (Hrsg.)
    The Elements of Big Data Value : Foundations of the Research and Innovation Ecosystem
    (2021)
    (Open Access)
  • Benavides, David; Metzger, Andreas; Eisenecker, Ulrich; (Hrsg.)
    Third International Workshop on Variability Modelling of Software-intensive Systems : Proceedings
    Third International Workshop on Variability Modelling of Software-Intensive Systems (3rd VaMoS 2009), 28-30 January 2009, Seville, Spain,
    In: ICB Research Reports Essen Jg. 29 (2009) iii, 180 Seiten
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Heymans, Patrick; Kang, Kyo-Chul; Metzger, Andreas; Pohl, Klaus; (Hrsg.)
    Second International Workshop on Variability Modelling of Software-intensive Systems : Proceedings
    Second International Workshop on Variability Modelling of Software-intensive Systems (VaMoS’08), 16–18 January 2008, Essen, Germany,
    In: ICB Research Reports Essen Jg. 22 (2008) iii, 160 Seiten
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Karastoyanova, Dimka; Kazhamiakin, Raman; Metzger, Andreas; Pistore, Marco; (Hrsg.)
    Workshop on Service Monitoring, Adaptation and Beyond : a workshop held at the ServiceWave 2008 conference – Proceedings
    First Workshop on Monitoring, Adaptation and Beyond (MONA+ 2008), 13. December 2008, Madrid, Spain,
    In: ICB Research Reports Essen Jg. 34 (2008) iv, 76 Seiten
    Online Volltext: dx.doi.org/ Online Volltext (Open Access)
  • Pohl, Klaus; Heymans, Patrick; Kang, Kyo Chul; Metzger, Andreas;
    First International Workshop on Variability Modelling of Software-Intensive Systems, VaMoS 2007 : Proceedings
    VaMoS 2007, Limerick, Ireland, January 16-18, 2007,
    In: Lero Technical Report Jg. 2007-01 (2007)
  • Metzger, Andreas
    Software-Qualitätssicherung durch Automatisierung : ein modellbasierter Ansatz
    In: Schriftenreihe / Fachbereich Informatik, Technische Universität Kaiserslautern University of Kaiserslautern, Germany Jg. 21 (2004) XIV, 396 S.

    • Forschungsberichte

  • Metzger, Andreas; Zimmermann, Gerhard
    Modellierung Reaktiver Systeme : Ein Fallbeispiel
    In: SFB 501-Report Kaiserslautern Jg. 08/2003 (2003) 93 S.
    Online Volltext

    • Vorträge

  • Metzger, Andreas;
    Panel Presentation: "Testing in a Software Product Line"
    10th International Software Product Line Conference (SPLC'06), 21-24 Aug. 2006, Baltimore, Maryland,
    Baltimore (2006)
  • Metzger, Andreas;
    Tutorial Presentation: "Variability Management"
    9th International Conference, SPLC 2005, Rennes, France, September 26-29, 2005,
    Rennes (2005)
  • Metzger, Andreas;
    Design Contest Presentation : "The PROBAnD Railway Crossing Specification"
    3rd SDL And MSC Workshop,
    Aberystwyth, University of Wales (2002)
  • Metzger, Andreas;
    Early Prototyping of Reactive Systems Through the Generation of SDL Specifications from Semi-formal Development Documents
    3rd SDL And MSC Workshop,
    Aberystwyth, University of Wales (2002)