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Justus Bogner
Person information
- affiliation: Vrije Universiteit Amsterdam, Department of Computer Science, The Netherlands
- affiliation (former): University of Stuttgart, Institute of Software Engineering, Germany
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Books and Theses
- 2020
- [b1]Justus Bogner:
On the evolvability assurance of microservices: metrics, scenarios, and patterns. University of Stuttgart, Germany, 2020
Journal Articles
- 2024
- [j9]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) - 2023
- [j8]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]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]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) - 2022
- [j5]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]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) - 2021
- [j3]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) - 2019
- [j2]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) - [j1]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)
Conference and Workshop Papers
- 2024
- [c47]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 - [c46]Justus Bogner, Sebastian Kotstein, Daniel Abajirov, Timothy Ernst, Manuel Merkel:
RESTRuler: Towards Automatically Identifying Violations of RESTful Design Rules in Web APIs. ICSA 2024: 123-134 - [c45]Justus Bogner, Pawel Wójcik, Olaf Zimmermann:
How Do Microservice API Patterns Impact Understandability? A Controlled Experiment. ICSA 2024: 158-169 - [c44]Marvin Wyrich
, Justus Bogner
:
Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn. ICSE (SEIS) 2024: 85-95 - [c43]Heli Järvenpää
, Patricia Lago
, Justus Bogner
, Grace A. Lewis
, Henry Muccini
, Ipek Ozkaya
:
A Synthesis of Green Architectural Tactics for ML-Enabled Systems. ICSE (SEIS) 2024: 130-141 - [c42]Joel Castaño, Silverio Martínez-Fernández, Xavier Franch, Justus Bogner
:
Analyzing the Evolution and Maintenance of ML Models on Hugging Face. MSR 2024: 607-618 - [c41]Umm-e-Habiba, Justus Bogner, Stefan Wagner:
Towards Explainability as a Functional Requirement: A Vision to Integrate the Legal, End-User, and ML Engineer Perspectives. RAIE@ICSE 2024 - 2023
- [c40]Marcel Grote, Justus Bogner
:
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System. CAIN 2023: 145-157 - [c39]Lukas Heiland, Marius Hauser, Justus Bogner
:
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository. CAIN 2023: 184-196 - [c38]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]Jonas Fritzsch, Justus Bogner
, Markus Haug, Stefan Wagner, Alfred Zimmermann:
Towards an Architecture-Centric Methodology for Migrating to Microservices. XP Workshops 2023: 39-47 - 2022
- [c36]Markus Haug, Justus Bogner
:
Towards a methodological framework for production-ready AI-based software components. CAIN 2022: 35-36 - [c35]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]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]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]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 - 2021
- [c31]Akos Csiszar, Viktor Krimstein, Justus Bogner
, Alexander Verl:
Generating Reinforcement Learning Environments for Industrial Communication Protocols. AI4I 2021: 57-60 - [c30]Jonas Fritzsch, Marvin Wyrich, Justus Bogner
, Stefan Wagner
:
Résumé-Driven Development: A Definition and Empirical Characterization. ICSE-SEIS 2021: 19-28 - [c29]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]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 - 2020
- [c27]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]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]Justus Bogner
, Stefan Wagner, Alfred Zimmermann:
Scenario-based Evolvability Analysis of Service-oriented Systems: A Lightweight and Tool-supported Method. ENASE 2020: 204-215 - 2019
- [c24]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 - [c23]Justus Bogner
, Jonas Fritzsch, Stefan Wagner
, Alfred Zimmermann:
Microservices in Industry: Insights into Technologies, Characteristics, and Software Quality. ICSA Companion 2019: 187-195 - [c22]Marvin Wyrich, Justus Bogner
:
Towards an autonomous bot for automatic source code refactoring. BotSE@ICSE 2019: 24-28 - [c21]Jonas Fritzsch, Justus Bogner
, Stefan Wagner
, Alfred Zimmermann:
Microservices Migration in Industry: Intentions, Strategies, and Challenges. ICSME 2019: 481-490 - [c20]Justus Bogner
, Jonas Fritzsch, Stefan Wagner
, Alfred Zimmermann:
Assuring the Evolvability of Microservices: Insights into Industry Practices and Challenges. ICSME 2019: 546-556 - [c19]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 - [c18]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 - 2018
- [c17]Alfred Zimmermann, Rainer Schmidt
, Kurt Sandkuhl
, Dierk Jugel, Justus Bogner
, Michael Möhring:
Evolution of Enterprise Architecture for Digital Transformation. EDOC Workshops 2018: 87-96 - [c16]Alfred Zimmermann, Rainer Schmidt
, Kurt Sandkuhl
, Dierk Jugel, Justus Bogner
, Michael Möhring:
Architecting Service-Dominant Digital Products. ENASE (Selected Papers) 2018: 45-67 - [c15]Alfred Zimmermann, Rainer Schmidt
, Justus Bogner
, Dierk Jugel, Michael Möhring:
Software Evolution for Digital Transformation. ENASE 2018: 205-212 - [c14]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 - [c13]Justus Bogner
, Alfred Zimmermann, Stefan Wagner
:
Towards an Evolvability Assurance Method for Service-Based Systems. ESOCC Workshops 2018: 131-139 - [c12]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 - [c11]Jonas Fritzsch, Justus Bogner
, Alfred Zimmermann, Stefan Wagner
:
From Monolith to Microservices: A Classification of Refactoring Approaches. DEVOPS 2018: 128-141 - [c10]Justus Bogner, Alfred Zimmermann, Stefan Wagner:
Analyzing the Relevance of SOA Patterns for Microservice-Based Systems. ZEUS 2018: 9-16 - 2017
- [c9]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 - [c8]Justus Bogner
, Stefan Wagner
, Alfred Zimmermann:
Towards a practical maintainability quality model for service-and microservice-based systems. ECSA (Companion) 2017: 195-198 - [c7]Alfred Zimmermann, Rainer Schmidt
, Kurt Sandkuhl
, Dierk Jugel, Justus Bogner
, Michael Möhring:
Decision Management for Micro-Granular Digital Architecture. EDOC Workshops 2017: 29-38 - [c6]Justus Bogner
, Stefan Wagner
, Alfred Zimmermann:
Automatically measuring the maintainability of service- and microservice-based systems: a literature review. IWSM-Mensura 2017: 107-115 - [c5]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]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 - [c3]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 - [c2]Justus Bogner
, Alfred Zimmermann:
Towards Integrating Microservices with Adaptable Enterprise Architecture. EDOC Workshops 2016: 1-6 - 2015
- [c1]Justus Bogner
, Carolin Dehner, Tobias Vinçon
, Ilia Petrov:
Real time charging database benchmarking. iiWAS 2015: 78:1-78:5
Parts in Books or Collections
- 2021
- [p1]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
Data and Artifacts
- 2023
- [d4]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 - [d3]Jonas Fritzsch
, Filipe F. Correia
, Justus Bogner
, Stefan Wagner
:
Microservices Refactoring Tools - Paper Appendix. Zenodo, 2023 - 2022
- [d2]Justus Bogner
, Jonas Fritzsch, 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 at Siemens AG. Zenodo, 2022 - [d1]Marvin Wyrich
, Justus Bogner
, Stefan Wagner
:
Replication package: 40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study. Zenodo, 2022
Informal and Other Publications
- 2024
- [i32]Marvin Wyrich, Justus Bogner:
Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn. CoRR abs/2401.02268 (2024) - [i31]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) - [i30]Justus Bogner, Pawel Wójcik, Olaf Zimmermann:
How Do Microservice API Patterns Impact Understandability? A Controlled Experiment. CoRR abs/2402.13696 (2024) - [i29]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) - [i28]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) - [i27]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) - [i26]Faezeh Amou Najafabadi, Justus Bogner, Ilias Gerostathopoulos, Patricia Lago:
An Analysis of MLOps Architectures: A Systematic Mapping Study. CoRR abs/2406.19847 (2024) - [i25]Rafiullah Omar, Justus Bogner, Henry Muccini, Patricia Lago, Silverio Martínez-Fernández, Xavier Franch:
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems. CoRR abs/2407.02914 (2024) - 2023
- [i24]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]Marcel Grote, Justus Bogner:
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System. CoRR abs/2303.13216 (2023) - [i22]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]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]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]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]Jonas Fritzsch, Filipe F. Correia, Justus Bogner, Stefan Wagner:
Tools for Refactoring to Microservices: A Preliminary Usability Report. CoRR abs/2311.04798 (2023) - [i17]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]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
- [i15]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]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]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]Marvin Wyrich, Justus Bogner, Stefan Wagner
:
40 Years of Designing Code Comprehension Experiments: A Systematic Mapping Study. CoRR abs/2206.11102 (2022) - [i11]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]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
- [i9]Jonas Fritzsch, Marvin Wyrich, Justus Bogner, Stefan Wagner:
Résumé-Driven Development: A Definition and Empirical Characterization. CoRR abs/2101.12703 (2021) - [i8]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]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]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
- [i5]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]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) - 2019
- [i3]Jonas Fritzsch, Justus Bogner, Stefan Wagner, Alfred Zimmermann:
Microservices Migration in Industry: Intentions, Strategies, and Challenges. CoRR abs/1906.04702 (2019) - [i2]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
- [i1]Jonas Fritzsch, Justus Bogner, Alfred Zimmermann, Stefan Wagner:
From Monolith to Microservices: A Classification of Refactoring Approaches. CoRR abs/1807.10059 (2018)
Coauthor Index
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