Heiko Koziolek

3.7k total citations · 1 hit paper
86 papers, 2.1k citations indexed

About

Heiko Koziolek is a scholar working on Artificial Intelligence, Computer Networks and Communications and Information Systems. According to data from OpenAlex, Heiko Koziolek has authored 86 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 50 papers in Artificial Intelligence, 45 papers in Computer Networks and Communications and 42 papers in Information Systems. Recurrent topics in Heiko Koziolek's work include Advanced Software Engineering Methodologies (47 papers), Software System Performance and Reliability (42 papers) and Software Engineering Research (28 papers). Heiko Koziolek is often cited by papers focused on Advanced Software Engineering Methodologies (47 papers), Software System Performance and Reliability (42 papers) and Software Engineering Research (28 papers). Heiko Koziolek collaborates with scholars based in Germany, Switzerland and United States. Heiko Koziolek's co-authors include Ralf Reussner, Steffen Becker, Anne Koziolek, Thomas Goldschmidt, Klaus Krogmann, Barbora Bühnová, Jens Happe, Samuel Kounev, Roland Weiß and Philipp Meier and has published in prestigious journals such as IEEE Transactions on Software Engineering, IEEE Software and Journal of Systems and Software.

In The Last Decade

Heiko Koziolek

77 papers receiving 1.9k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

The Palladio component model for model-driven performance prediction

2008 455 citations Steffen Becker, Heiko Koziolek et al. Journal of Systems and Software profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Heiko Koziolek Germany	21	1.5k	1.1k	1.1k	831	139	86	2.1k
Ralf Reussner Germany	24	2.0k 1.3×	1.4k 1.3×	1.8k 1.6×	1.1k 1.3×	79 0.6×	195	2.9k
Henry Muccini Italy	23	716 0.5×	941 0.8×	993 0.9×	754 0.9×	102 0.7×	144	1.9k
Raffaela Mirandola Italy	21	1.4k 0.9×	1.3k 1.2×	1.2k 1.1×	596 0.7×	42 0.3×	145	2.1k
Lars Grunske Germany	28	1.0k 0.7×	998 0.9×	1.3k 1.1×	1.3k 1.6×	66 0.5×	109	2.4k
Luciano Baresi Italy	28	1.3k 0.9×	1.4k 1.2×	1.9k 1.6×	736 0.9×	87 0.6×	187	2.8k
Steffen Becker Germany	22	1.2k 0.8×	996 0.9×	972 0.9×	644 0.8×	70 0.5×	112	1.7k
Bran Selić Canada	21	628 0.4×	970 0.9×	1.0k 0.9×	931 1.1×	61 0.4×	100	2.1k
Sergio Segura Spain	26	777 0.5×	1.5k 1.4×	1.7k 1.5×	1.5k 1.9×	53 0.4×	70	2.8k
Nelly Bencomo United Kingdom	18	923 0.6×	1.5k 1.3×	1.2k 1.0×	573 0.7×	27 0.2×	99	1.9k
Holger Giese Germany	21	488 0.3×	965 0.9×	700 0.6×	806 1.0×	33 0.2×	188	1.7k

Countries citing papers authored by Heiko Koziolek

Since Specialization

Citations

This map shows the geographic impact of Heiko Koziolek's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Heiko Koziolek with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Heiko Koziolek more than expected).

Fields of papers citing papers by Heiko Koziolek

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Heiko Koziolek. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Heiko Koziolek. The network helps show where Heiko Koziolek may publish in the future.

Co-authorship network of co-authors of Heiko Koziolek

This figure shows the co-authorship network connecting the top 25 collaborators of Heiko Koziolek. A scholar is included among the top collaborators of Heiko Koziolek based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Heiko Koziolek. Heiko Koziolek is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Koziolek, Heiko, et al.. (2024). LLM-based and Retrieval-Augmented Control Code Generation. 22–29. 16 indexed citations

2.

Koziolek, Heiko, et al.. (2024). Runtime Orchestration of Distributed Control System Services with TOSCA, Kubernetes, and GitOps. 40–47.

3.

Koziolek, Heiko, et al.. (2021). Towards Resilient IoT Messaging: An Experience Report Analyzing MQTT Brokers. 69–79. 6 indexed citations

4.

Koziolek, Heiko, et al.. (2019). Automatisierte Inbetriebnahme von Industriellen IoT-Systemen in der Prozessautomatisierung: Eine Referenzarchitektur. at - Automatisierungstechnik. 67(3). 172–182.

5.

Heinrich, Robert, Ralf Reussner, Max Kramer, et al.. (2018). The palladio-bench for modeling and simulating software architectures. 37–40. 3 indexed citations

6.

Özkaya, İpek, Robert L. Nord, Heiko Koziolek, & Paris Avgeriou. (2015). Second International Workshop on Software Architecture and Metrics (SAM 2015). 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering. 39. 999–1000. 1 indexed citations

7.

Tofan, Dan, et al.. (2015). Decision architect – A decision documentation tool for industry. Journal of Systems and Software. 112. 181–198. 12 indexed citations

8.

Koziolek, Heiko, et al.. (2013). Measuring Architecture Sustainability. IEEE Software. 30(6). 54–62. 26 indexed citations

9.

Stammel, Johannes, et al.. (2011). Software Evolution for Industrial Automation Systems. Literature Overview. Repository KITopen (Karlsruhe Institute of Technology). 9 indexed citations

10.

Koziolek, Heiko, et al.. (2011). Towards Software Sustainability Guidelines for Long-living Industrial Systems.. 47–58. 6 indexed citations

11.

Koziolek, Anne, Heiko Koziolek, & Ralf Reussner. (2011). PerOpteryx. 33–42. 68 indexed citations

12.

Koziolek, Heiko, Bastian Schlich, Roland Weiß, et al.. (2011). An industrial case study on quality impact prediction for evolving service-oriented software. Virtual Community of Pathological Anatomy (University of Castilla La Mancha). 776–785. 14 indexed citations

13.

Koziolek, Heiko, et al.. (2010). Polskie Normy PN-EN dotyczące blach elektrotechnicznych i metod badań ich własności magnetycznych. PRZEGLĄD ELEKTROTECHNICZNY. 20–23.

14.

Koziolek, Heiko. (2010). Towards an Architectural Style for Multi-tenant Software Applications.. 6. 81–92. 8 indexed citations

15.

Koziolek, Heiko, et al.. (2010). Automatically improve software architecture models for performance, reliability, and cost using evolutionary algorithms. 105–116. 124 indexed citations

16.

Koziolek, Heiko, Paul Pettersson, & Petr Hnětynka. (2009). Proceedings of the 1st international workshop on Quality of service-oriented software systems. 1 indexed citations

17.

Koziolek, Heiko, et al.. (2009). Parameter Dependencies for Component Reliability Specifications. Electronic Notes in Theoretical Computer Science. 253(1). 23–38. 15 indexed citations

18.

Happe, Jens, Heiko Koziolek, Umesh Bellur, et al.. (2009). The Role of Models in Self-adaptive and Self-healing Systems. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics). 0. 1 indexed citations

19.

Happe, Jens, Heiko Koziolek, & Ralf Reussner. (2007). Parametric Performance Contracts for Software Components with Concurrent Behaviour. Electronic Notes in Theoretical Computer Science. 182. 91–106. 11 indexed citations

20.

Koziolek, Heiko. (2006). A QoS Driven Development Process Model for Component-Based Software Systems. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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