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Justus Bogner

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affiliation: Vrije Universiteit Amsterdam, Department of Computer Science, The Netherlands
affiliation (former): University of Stuttgart, Institute of Software Engineering, Germany

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2020 – today

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2024
[j9]
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Marvin Wyrich, Justus Bogner, Stefan Wagner:
40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study. ACM Comput. Surv. 56(4): 106:1-106:42 (2024)
[c41]
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Tomás Cerný, Md Showkat Hossain Chy, Amr S. Abdelfattah, Jacopo Soldani, Justus Bogner:
On Maintainability and Microservice Dependencies: How Do Changes Propagate? CLOSER 2024: 277-286
[i30]
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  - journals/corr/abs-2401-02268
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Marvin Wyrich, Justus Bogner:
Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn. CoRR abs/2401.02268 (2024)
[i29]
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  - journals/corr/abs-2402-08706
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Marvin Wyrich, Marvin Muñoz Barón, Justus Bogner:
Apples, Oranges, and Software Engineering: Study Selection Challenges for Secondary Research on Latent Variables. CoRR abs/2402.08706 (2024)
[i28]
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  - journals/corr/abs-2402-13696
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Justus Bogner, Pawel Wójcik, Olaf Zimmermann:
How Do Microservice API Patterns Impact Understandability? A Controlled Experiment. CoRR abs/2402.13696 (2024)
[i27]
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  - journals/corr/abs-2402-13710
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Justus Bogner, Sebastian Kotstein, Daniel Abajirov, Timothy Ernst, Manuel Merkel:
RESTRuler: Towards Automatically Identifying Violations of RESTful Design Rules in Web APIs. CoRR abs/2402.13710 (2024)
[i26]
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  - journals/corr/abs-2404-03995
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Apoorva Nalini Pradeep Kumar, Justus Bogner, Markus Funke, Patricia Lago:
Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems. CoRR abs/2404.03995 (2024)
[i25]
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  - journals/corr/abs-2404-19452
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Rafiullah Omar, Justus Bogner, Joran Leest, Vincenzo Stoico, Patricia Lago, Henry Muccini:
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection. CoRR abs/2404.19452 (2024)
2023
[j8]
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  - journals/ese/BognerKP23
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Justus Bogner, Sebastian Kotstein, Timo Pfaff:
Do RESTful API design rules have an impact on the understandability of Web APIs? Empir. Softw. Eng. 28(6): 132 (2023)
[j7]
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Jonas Fritzsch, Marvin Wyrich, Justus Bogner, Stefan Wagner:
Resist the Hype!: Practical Recommendations to Cope With Résumé-Driven Development. IEEE Softw. 40(5): 41-49 (2023)
[j6]
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Jonas Fritzsch, Justus Bogner, Markus Haug, Ana Cristina Franco da Silva, Carolin Rubner, Matthias Saft, Horst Sauer, Stefan Wagner:
Adopting microservices and DevOps in the cyber-physical systems domain: A rapid review and case study. Softw. Pract. Exp. 53(3): 790-810 (2023)
[c40]
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  - conf/cain/GroteB23
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Marcel Grote, Justus Bogner:
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System. CAIN 2023: 145-157
[c39]
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  - conf/cain/HeilandHB23
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Lukas Heiland, Marius Hauser, Justus Bogner:
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository. CAIN 2023: 184-196
[c38]
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  - conf/esem/CastanoMFB23
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Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner:
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study. ESEM 2023: 1-12
[c37]
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Jonas Fritzsch, Justus Bogner, Markus Haug, Stefan Wagner, Alfred Zimmermann:
Towards an Architecture-Centric Methodology for Migrating to Microservices. XP Workshops 2023: 39-47
[d1]
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Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner:
Replication Package for 'Analyzing the Evolution and Maintenance of ML Models on Hugging Face'. Zenodo, 2023
[i24]
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  - journals/corr/abs-2303-13173
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Lukas Heiland, Marius Hauser, Justus Bogner:
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository. CoRR abs/2303.13173 (2023)
[i23]
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  - journals/corr/abs-2303-13216
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Marcel Grote, Justus Bogner:
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System. CoRR abs/2303.13216 (2023)
[i22]
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  - journals/corr/abs-2305-07346
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Justus Bogner, Sebastian Kotstein, Timo Pfaff:
Do RESTful API Design Rules Have an Impact on the Understandability of Web APIs? A Web-Based Experiment with API Descriptions. CoRR abs/2305.07346 (2023)
[i21]
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  - journals/corr/abs-2305-11164
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Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner:
Exploring the Carbon Footprint of Hugging Face's ML Models: A Repository Mining Study. CoRR abs/2305.11164 (2023)
[i20]
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  - journals/corr/abs-2305-16092
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Sergio Moreschini, Shahrzad Pour, Ivan Lanese, Daniel Balouek-Thomert, Justus Bogner, Xiaozhou Li, Fabiano Pecorelli, Jacopo Soldani, Eddy Truyen, Davide Taibi:
AI Techniques in the Microservices Life-Cycle: A Survey. CoRR abs/2305.16092 (2023)
[i19]
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  - journals/corr/abs-2307-02850
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Jonas Fritzsch, Marvin Wyrich, Justus Bogner, Stefan Wagner:
Resist the Hype! Practical Recommendations to Cope With Résumé-Driven Development. CoRR abs/2307.02850 (2023)
[i18]
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  - journals/corr/abs-2311-04798
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Jonas Fritzsch, Filipe F. Correia, Justus Bogner, Stefan Wagner:
Tools for Refactoring to Microservices: A Preliminary Usability Report. CoRR abs/2311.04798 (2023)
[i17]
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  - journals/corr/abs-2311-13380
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Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner:
Analyzing the Evolution and Maintenance of ML Models on Hugging Face. CoRR abs/2311.13380 (2023)
[i16]
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  - journals/corr/abs-2312-09610
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Heli Järvenpää, Patricia Lago, Justus Bogner, Grace A. Lewis, Henry Muccini, Ipek Ozkaya:
A Synthesis of Green Architectural Tactics for ML-Enabled Systems. CoRR abs/2312.09610 (2023)
2022
[j5]
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  - journals/stvr/HellhakeBSW22
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Dominik Hellhake, Justus Bogner, Tobias Schmid, Stefan Wagner:
Towards using coupling measures to guide black-box integration testing in component-based systems. Softw. Test. Verification Reliab. 32(4) (2022)
[j4]
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  - journals/tosem/Martinez-Fernandez22
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Silverio Martínez-Fernández, Justus Bogner, Xavier Franch, Marc Oriol, Julien Siebert, Adam Trendowicz, Anna Maria Vollmer, Stefan Wagner:
Software Engineering for AI-Based Systems: A Survey. ACM Trans. Softw. Eng. Methodol. 31(2): 37e:1-37e:59 (2022)
[c36]
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  - conf/cain/HaugB22
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Markus Haug, Justus Bogner:
Towards a methodological framework for production-ready AI-based software components. CAIN 2022: 35-36
[c35]
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  - conf/icsa/ValeCGRFB22a
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Guilherme Vale, Filipe Figueiredo Correia, Eduardo Martins Guerra, Thatiane de Oliveira Rosa, Jonas Fritzsch, Justus Bogner:
Summary of the artifact accompanying the article : "Designing Microservice Systems Using Patterns: An Empirical Study on Quality Trade-Offs". ICSA Companion 2022: 57
[c34]
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Guilherme Vale, Filipe Figueiredo Correia, Eduardo Martins Guerra, Thatiane de Oliveira Rosa, Jonas Fritzsch, Justus Bogner:
Designing Microservice Systems Using Patterns: An Empirical Study on Quality Trade-Offs. ICSA 2022: 69-79
[c33]
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  - conf/msr/BognerM22
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Justus Bogner, Manuel Merkel:
To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub. MSR 2022: 658-669
[c32]
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  - conf/re/Umm-e-HabibaBW22
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Umm-e-Habiba, Justus Bogner, Stefan Wagner:
Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements. RE Workshops 2022: 162-165
[i15]
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  - journals/corr/abs-2201-03598
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Guilherme Vale, Filipe Figueiredo Correia, Eduardo Martins Guerra, Thatiane de Oliveira Rosa, Jonas Fritzsch, Justus Bogner:
Designing Microservice Systems Using Patterns: An Empirical Study on Quality Trade-Offs. CoRR abs/2201.03598 (2022)
[i14]
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  - journals/corr/abs-2203-11115
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Justus Bogner, Manuel Merkel:
To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub. CoRR abs/2203.11115 (2022)
[i13]
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  - journals/corr/abs-2206-01507
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Umm-e-Habiba, Justus Bogner, Stefan Wagner:
Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements. CoRR abs/2206.01507 (2022)
[i12]
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  - journals/corr/abs-2206-11102
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Marvin Wyrich, Justus Bogner, Stefan Wagner:
40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study. CoRR abs/2206.11102 (2022)
[i11]
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  - journals/corr/abs-2207-00507
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Jonas Fritzsch, Justus Bogner, Markus Haug, Stefan Wagner, Alfred Zimmermann:
Towards an Architecture-centric Methodology for Migrating to Microservices. CoRR abs/2207.00507 (2022)
[i10]
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  - journals/corr/abs-2210-06858
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Jonas Fritzsch, Justus Bogner, Markus Haug, Ana Cristina Franco da Silva, Carolin Rubner, Matthias Saft, Horst Sauer, Stefan Wagner:
Adopting Microservices and DevOps in the Cyber-Physical Systems Domain: A Rapid Review and Case Study. CoRR abs/2210.06858 (2022)
2021
[j3]
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  - journals/ese/BognerFWZ21
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Justus Bogner, Jonas Fritzsch, Stefan Wagner, Alfred Zimmermann:
Industry practices and challenges for the evolvability assurance of microservices. Empir. Softw. Eng. 26(5): 104 (2021)
[c31]
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  - conf/ai4i/CsiszarKBV21
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Akos Csiszar, Viktor Krimstein, Justus Bogner, Alexander Verl:
Generating Reinforcement Learning Environments for Industrial Communication Protocols. AI4I 2021: 57-60
[c30]
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  - conf/icse/FritzschWB021
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Jonas Fritzsch, Marvin Wyrich, Justus Bogner, Stefan Wagner:
Résumé-Driven Development: A Definition and Empirical Characterization. ICSE-SEIS 2021: 19-28
[c29]
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  - conf/icse/BognerVG21
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Justus Bogner, Roberto Verdecchia, Ilias Gerostathopoulos:
Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study. TechDebt@ICSE 2021: 64-73
[c28]
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  - conf/summersoc/KotsteinB21
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Sebastian Kotstein, Justus Bogner:
Which RESTful API Design Rules Are Important and How Do They Improve Software Quality? A Delphi Study with Industry Experts. SummerSOC 2021: 154-173
[p1]
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  - series/isrl/Zimmermann0SJSB21
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Christian M. Schweda, Justus Bogner:
Architecting Digital Products and Services. Architecting the Digital Transformation 2021: 181-197
[i9]
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  - journals/corr/abs-2101-12703
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Jonas Fritzsch, Marvin Wyrich, Justus Bogner, Stefan Wagner:
Résumé-Driven Development: A Definition and Empirical Characterization. CoRR abs/2101.12703 (2021)
[i8]
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  - journals/corr/abs-2103-09783
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Justus Bogner, Roberto Verdecchia, Ilias Gerostathopoulos:
Characterizing Technical Debt and Antipatterns in AI-Based Systems: A Systematic Mapping Study. CoRR abs/2103.09783 (2021)
[i7]
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  - journals/corr/abs-2105-01984
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Silverio Martínez-Fernández, Justus Bogner, Xavier Franch, Marc Oriol, Julien Siebert, Adam Trendowicz, Anna Maria Vollmer, Stefan Wagner:
Software Engineering for AI-Based Systems: A Survey. CoRR abs/2105.01984 (2021)
[i6]
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  - journals/corr/abs-2108-00033
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Sebastian Kotstein, Justus Bogner:
Which RESTful API Design Rules Are Important and How Do They Improve Software Quality? A Delphi Study with Industry Experts. CoRR abs/2108.00033 (2021)
2020
[b1]
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Justus Bogner:
On the evolvability assurance of microservices: metrics, scenarios, and patterns. University of Stuttgart, Germany, 2020
[c27]
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  - conf/ecsa/Bogner0Z20
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Collecting Service-Based Maintainability Metrics from RESTful API Descriptions: Static Analysis and Threshold Derivation. ECSA Companion 2020: 215-227
[c26]
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  - conf/ecsa/MatiasCFBFR20
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Tiago Matias, Filipe Figueiredo Correia, Jonas Fritzsch, Justus Bogner, Hugo Sereno Ferreira, André Restivo:
Determining Microservice Boundaries: A Case Study Using Static and Dynamic Software Analysis. ECSA 2020: 315-332
[c25]
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Scenario-based Evolvability Analysis of Service-oriented Systems: A Lightweight and Tool-supported Method. ENASE 2020: 204-215
[i5]
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Tiago Matias, Filipe Figueiredo Correia, Jonas Fritzsch, Justus Bogner, Hugo Sereno Ferreira, André Restivo:
Determining Microservice Boundaries: A Case Study Using Static and Dynamic Software Analysis. CoRR abs/2007.05948 (2020)
[i4]
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Collecting Service-Based Maintainability Metrics from RESTful API Descriptions: Static Analysis and Threshold Derivation. CoRR abs/2007.10405 (2020)

2010 – 2019

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2019
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Using architectural modifiability tactics to examine evolution qualities of Service- and Microservice-Based Systems. SICS Softw.-Intensive Cyber Phys. Syst. 34(2-3): 141-149 (2019)
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
On the impact of service-oriented patterns on software evolvability: a controlled experiment and metric-based analysis. PeerJ Comput. Sci. 5: e213 (2019)
[c24]
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Justus Bogner, Tobias Boceck, Matthias Popp, Dennis Tschechlov, Stefan Wagner, Alfred Zimmermann:
Towards a Collaborative Repository for the Documentation of Service-Based Antipatterns and Bad Smells. ICSA Companion 2019: 95-101
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Justus Bogner, Jonas Fritzsch, Stefan Wagner, Alfred Zimmermann:
Microservices in Industry: Insights into Technologies, Characteristics, and Software Quality. ICSA Companion 2019: 187-195
[c22]
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Marvin Wyrich, Justus Bogner:
Towards an autonomous bot for automatic source code refactoring. BotSE@ICSE 2019: 24-28
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Jonas Fritzsch, Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Microservices Migration in Industry: Intentions, Strategies, and Challenges. ICSME 2019: 481-490
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Justus Bogner, Jonas Fritzsch, Stefan Wagner, Alfred Zimmermann:
Assuring the Evolvability of Microservices: Insights into Industry Practices and Challenges. ICSME 2019: 546-556
[c19]
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Justus Bogner, Adrian Weller, Stefan Wagner, Alfred Zimmermann:
Exploring Maintainability Assurance Research for Service- and Microservice-Based Systems: Directions and Differences. Microservices 2019: 3:1-3:22
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Justus Bogner, Steffen Schlinger, Stefan Wagner, Alfred Zimmermann:
A Modular Approach to Calculate Service-Based Maintainability Metrics from Runtime Data of Microservices. PROFES 2019: 489-496
[i3]
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Jonas Fritzsch, Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Microservices Migration in Industry: Intentions, Strategies, and Challenges. CoRR abs/1906.04702 (2019)
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Justus Bogner, Jonas Fritzsch, Stefan Wagner, Alfred Zimmermann:
Assuring the Evolvability of Microservices: Insights into Industry Practices and Challenges. CoRR abs/1906.05013 (2019)
2018
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Evolution of Enterprise Architecture for Digital Transformation. EDOC Workshops 2018: 87-96
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Architecting Service-Dominant Digital Products. ENASE (Selected Papers) 2018: 45-67
[c15]
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Alfred Zimmermann, Rainer Schmidt, Justus Bogner, Dierk Jugel, Michael Möhring:
Software Evolution for Digital Transformation. ENASE 2018: 205-212
[c14]
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Justus Bogner, Bhupendra Choudhary, Stefan Wagner, Alfred Zimmermann:
Towards a Generalizable Comparison of the Maintainability of Object-Oriented and Service-Oriented Applications. ESOCC Workshops 2018: 114-125
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Justus Bogner, Alfred Zimmermann, Stefan Wagner:
Towards an Evolvability Assurance Method for Service-Based Systems. ESOCC Workshops 2018: 131-139
[c12]
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Justus Bogner, Jonas Fritzsch, Stefan Wagner, Alfred Zimmermann:
Limiting technical debt with maintainability assurance: an industry survey on used techniques and differences with service- and microservice-based systems. TechDebt@ICSE 2018: 125-133
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Jonas Fritzsch, Justus Bogner, Alfred Zimmermann, Stefan Wagner:
From Monolith to Microservices: A Classification of Refactoring Approaches. DEVOPS 2018: 128-141
[c10]
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Justus Bogner, Alfred Zimmermann, Stefan Wagner:
Analyzing the Relevance of SOA Patterns for Microservice-Based Systems. ZEUS 2018: 9-16
[i1]
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Jonas Fritzsch, Justus Bogner, Alfred Zimmermann, Stefan Wagner:
From Monolith to Microservices: A Classification of Refactoring Approaches. CoRR abs/1807.10059 (2018)
2017
[c9]
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Open Integration of Digital Architecture Models for Micro-granular Systems and Services. DEC 2017: 37-47
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Towards a practical maintainability quality model for service-and microservice-based systems. ECSA (Companion) 2017: 195-198
[c7]
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Decision Management for Micro-Granular Digital Architecture. EDOC Workshops 2017: 29-38
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Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Automatically measuring the maintainability of service- and microservice-based systems: a literature review. IWSM-Mensura 2017: 107-115
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Decision-Controlled Digitization Architecture for Internet of Things and Microservices. KES-IDT (2) 2017: 82-92
2016
[c4]
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Alfred Zimmermann, Justus Bogner, Rainer Schmidt, Dierk Jugel, Christian M. Schweda, Michael Möhring:
Digital Enterprise Architecture with Micro-granular Systems and Services. BIR Workshops 2016
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Alfred Zimmermann, Rainer Schmidt, Kurt Sandkuhl, Dierk Jugel, Justus Bogner, Michael Möhring:
Multi-perspective Digitization Architecture for the Internet of Things. BIS (Workshops) 2016: 289-298
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Justus Bogner, Alfred Zimmermann:
Towards Integrating Microservices with Adaptable Enterprise Architecture. EDOC Workshops 2016: 1-6
2015
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Justus Bogner, Carolin Dehner, Tobias Vinçon, Ilia Petrov:
Real time charging database benchmarking. iiWAS 2015: 78:1-78:5

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