Availability of Publications

You can access freely available versions of  most our publications by clicking on the publication title. This will lead you to our institutional repository, KITopen, which contains or links to the freely available version, if available. If you miss a publication, please contact the authors by e-mail.

Publications


2023
  1. A Formalized Classification Schema for Model Consistency
    Kühn, T.; Fuchß, D.; Corallo, S.; König, L.; Burger, E.; Keim, J.; Mazkatli, M.; Sağlam, T.; Reiche, F.; Koziolek, A.; Reussner, R.
    2023. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000161127 Full textFull text of the publication as PDF document 
  2. Ein generisches und hoch skalierbares Framework zur Automatisierung und Ausführung wissenschaftlicher Datenverarbeitungs- und Simulationsworkflows. PhD dissertation
    Liu, J.
    2023, July 13. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000160430 Full textFull text of the publication as PDF document 
  3. Automatisierte Gewinnung von Nachverfolgbarkeitsverbindungen zwischen Softwarearchitektur und Quelltext. master’s thesis
    Telge, T.
    2023, March 17. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000157372 Full textFull text of the publication as PDF document 
  4. Automatic Derivation of Vulnerability Models for Software Architectures
    Kirschner, Y. R.; Walter, M.; Bossert, F.; Heinrich, R.; Koziolek, A.
    2023. 2023 IEEE 20th International Conference on Software Architecture Companion (ICSA-C), L’Aquila, Italy, 13-17 March 2023, 276–283, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C57050.2023.00065 Full textFull text of the publication as PDF document 
  5. Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery
    Keim, J.; Corallo, S.; Fuchß, D.; Koziolek, A.
    2023. 20th IEEE International Conference on Software Architecture (ICSA), 141–152, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA56044.2023.00021 Full textFull text of the publication as PDF document 
  6. Hierarchical Classification of Design Decisions using pre-trained Language Models. master’s thesis
    Speit, J.
    2023, February 15. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000157373 Full textFull text of the publication as PDF document 
  7. Implementation von Feedbackmechanismen in Onlinekursen am Beispiel Masterstudy LMS. bachelor’s thesis
    Kia, E.
    2023, January 19. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000154768 Full textFull text of the publication as PDF document 
  8. Replication Package: An Expert Survey on the Use of Informal Models in the Automotive Industry
    Fuchß, D.; Kühn, T.; Pfeiffer, J.; Wortmann, A.; Koziolek, A.
    2023. doi:10.5281/zenodo.8199850 
  9. Automated Reverse Engineering of the Technology-Induced Software System Structure
    Kirschner, Y. R.; Keim, J.; Peter, N.; Koziolek, A.
    2023. Software Architecture – 17th European Conference, ECSA 2023, Istanbul, Turkey, September 18–22, 2023, Proceedings. Ed.: B. Tekinerdogan, 283–291, Springer Nature Switzerland AG. doi:10.1007/978-3-031-42592-9_19 
  10. A Taxonomy for Design Decisions in Software Architecture Documentation
    Keim, J.; Hey, T.; Sauer, B.; Koziolek, A.
    2023. Software Architecture. ECSA 2022 Tracks and Workshops – Prague, Czech Republic, September 19–23, 2022, Revised Selected Papers. Ed.: T. Batista, 439–454, Springer International Publishing. doi:10.1007/978-3-031-36889-9_29 
  11. Establishing a Benchmark Dataset for Traceability Link Recovery Between Software Architecture Documentation and Models
    Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
    2023. Software Architecture. ECSA 2022 Tracks and Workshops, Prague, Czech Republic, September 19–23, 2022, Revised Selected Papers. Ed.: T. Batista, 455–464, Springer International Publishing. doi:10.1007/978-3-031-36889-9_30 Full textFull text of the publication as PDF document 
  12. Automating GUI-based Software Testing with GPT-3
    Zimmermann, D.; Koziolek, A.
    2023. 2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW), 62 – 65, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSTW58534.2023.00022 
  13. Computer Science for Everyone: Interdisciplinary Online Courses of RockStartIT
    Happe, L.; Marquardt, K.
    2023. 10th ACM Celebration of Women in Computing (womENcourage™ 2023), Trondheim, Norway, September 20–22, 2023 Full textFull text of the publication as PDF document 
  14. Exploring Effects of Online and Face-to-Face Teaching Formats on Students’ Interest and Engagement
    Marquardt, K.; Happe, L.
    2023. Proceedings of The 18th WiPSCE Conference on Primary and Secondary Computing Education Research (WiPSCE ’23), ACM, Association for Computing Machinery (ACM). doi:10.1145/3605468.3605499 Full textFull text of the publication as PDF document 
  15. Automatic Derivation of Vulnerability Models for Software Architectures
    Kirschner, Y. R.; Walter, M.; Bossert, F.; Heinrich, R.; Koziolek, A.
    2023. doi:10.5281/zenodo.7413806 
  16. Evaluation Methods and Replicability of Software Architecture Research Objects
    Konersmann, M.; Kaplan, A.; Kühn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
    2023. 2023 Fachtagung des GI-Fachbereichs Softwaretechnik, Software Engineering 2023, 75–76, Gesellschaft für Informatik (GI) 
  17. Saving Bees with Computer Science: A Way to Spark Enthusiasm and Interest through Interdisciplinary Online Courses
    Marquardt, K.; Happe, L.
    2023. Proceedings of the 28th ACM Conference on Innovation and Technology in Computer Science Education. doi:10.1145/3587102.3588835 Full textFull text of the publication as PDF document 
  18. RockStartIT: Authentic and Inclusive Interdisciplinary Software Engineering Courses
    Happe, L.; Marquardt, K.
    2023. Proceedings of the ACM/IEEE 45th International Conference on Software Engineering: Workshops Proceedings Full textFull text of the publication as PDF document 
  19. Promoting Long-Lasting Interest in Computer Science: An Analysis of High School Teachers’ Perspectives
    Happe, L.; Steidlinger, I.; Wagner, I.; Marquardt, K.
    2023. Proceedings of the 15th International Conference on Computer Supported Education, April 21-23, 2023, in Prague, Czech Republic. Ed.: J. Jovanovic. Vol.: 1, 337–344, SciTePress. doi:10.5220/0011986000003470 Full textFull text of the publication as PDF document 
  20. Engaging Girls in Computer Science: Do Single-Gender Interdisciplinary Classes Help?
    Marquardt, K.; Wagner, I.; Happe, L.
    2023. ICSE ’23: Proceedings of the 45th International Conference on Software Engineering Association for Computing Machinery, New York, NY, United States Full textFull text of the publication as PDF document 
2022
  1. Ein Ansatz zu anwendungsorientierten Web Analytics für Learning Analytics im Bildungsbereich. master’s thesis
    Rink, P.
    2022, November 16. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000156283 Full textFull text of the publication as PDF document 
  2. Entity Linking für Softwarearchitektur Dokumentation. bachelor’s thesis
    Klaus, P. D.
    2022, October 10. doi:10.5445/IR/1000152122 Full textFull text of the publication as PDF document 
  3. Continuous Integration of Architectural Performance Models with Parametric Dependencies – The CIPM Approach
    Mazkatli, M.; Monschein, D.; Armbruster, M.; Heinrich, R.; Koziolek, A.
    2022. doi:10.5445/IR/1000151086/v2 Full textFull text of the publication as PDF document 
  4. Easing the Reuse of ML Solutions by Interactive Clustering-based Autotuning in Scientific Applications
    Hajiabadi, H.; Hilbert, L.; Koziolek, A.
    2022. 2022 48th Euromicro Conference on Software Engineering and Advanced Applications (SEAA) : Aug. 31th – Sept. 2nd, 2022, ExpoMeloneras, Maspalomas, Gran Canaria, Spain, 5–12, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEAA56994.2022.00011 Full textFull text of the publication as PDF document 
  5. Deep-learning microscopy image reconstruction with quality control reveals second-scale rearrangements in RNA polymerase II clusters
    Hajiabadi, H.; Mamontova, I.; Prizak, R.; Pancholi, A.; Koziolek, A.; Hilbert, L.
    2022. (K. E. Nelson, Ed.) PNAS Nexus, 1 (3), 1–12. doi:10.1093/pnasnexus/pgac065 Full textFull text of the publication as PDF document 
  6. IT Mission: Interdisziplinäre Online Expeditionen
    Marquardt, K.; Happe, L.; Koch, A.; Wagner, I.
    2022, July 12. easeCorona (2022), Würzburg, Germany, July 11–12, 2022 Full textFull text of the publication as PDF document 
  7. A conceptual model for unifying variability in space and time: Rationale, validation, and illustrative applications
    Ananieva, S.; Greiner, S.; Kehrer, T.; Krüger, J.; Kühn, T.; Linsbauer, L.; Grüner, S.; Koziolek, A.; Lönn, H.; Ramesh, S.; Reussner, R.
    2022. Empirical Software Engineering, 27 (5), Article no: 101. doi:10.1007/s10664-021-10097-z Full textFull text of the publication as PDF document 
  8. Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models - Supplementary Material
    Schmid, L.
    2022, May 13. doi:10.5445/IR/1000146001 
  9. IT-Mission: gendersensible Expeditionen in die Welt der Informatik
    Happe, L.; Koziolek, A.; Wagner, I.
    2022, March 15. 17. Lernort-Labor (LeLa) - Jahrestagung (2022), Heilbronn, Germany, March 13–15, 2022 
  10. Replication Package of "Evaluation Methods and Replicability of Software Architecture Research Objects"
    Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; Al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
    2022. ICSA 2022 – Journal First Track Papers: 2022 IEEE 19th International Conference on Software Architecture Companion (ICSA-C), 58, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C54293.2022.00021 
  11. Evaluation Methods and Replicability of Software Architecture Research Objects
    Konersmann, M.; Kaplan, A.; Kuhn, T.; Heinrich, R.; Koziolek, A.; Reussner, R.; Jurjens, J.; al-Doori, M.; Boltz, N.; Ehl, M.; Fuchß, D.; Groser, K.; Hahner, S.; Keim, J.; Lohr, M.; Saglam, T.; Schulz, S.; Toberg, J.-P.
    2022. 2022 IEEE 19th International Conference on Software Architecture (ICSA), Honolulu, HI, USA, 12-15 March 2022, 157–168, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA53651.2022.00023 
  12. Continuous Secure Software Development and Analysis
    Schulz, S.; Reiche, F.; Hahner, S.; Schiffl, J.
    2022. Symposium on Software Performance 2021 : Short Paper Proceedings of Symposium on Software Performance, Leipzig, Germany, November 9.-10., 2021. Ed.: D. G. Reichelt, R. Müller, S. Becker, W. Hasselbring, A. v. Hoorn, S. Kounev, A. Koziolek, R. Reussner, RWTH Aachen Full textFull text of the publication as PDF document 
  13. Detecting Violations of Access Control and Information Flow Policies in Data Flow Diagrams
    Seifermann, S.; Heinrich, R.; Werle, D.; Reussner, R.
    2022. The journal of systems and software, 184, Art.-Nr. 111138. doi:10.1016/j.jss.2021.111138 Full textFull text of the publication as PDF document 
  14. ArDoCo/Benchmark
    Fuchß, D.; Keim, J.; Corallo, S.; Koziolek, A.
    2022. doi:10.5281/zenodo.6966831 
  15. Uncertainty in coupled models of cyber-physical systems
    Acosta, M.; Hahner, S.; Koziolek, A.; Kühn, T.; Mirandola, R.; Reussner, R.
    2022. Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 569–578, Association for Computing Machinery (ACM). doi:10.1145/3550356.3561539 Full textFull text of the publication as PDF document 
  16. Establishing a Benchmark Dataset for Traceability Link Recovery between Software Architecture Documentation and Models
    Fuchß, D.; Corallo, S.; Keim, J.; Speit, J.; Koziolek, A.
    2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000151962 Full textFull text of the publication as PDF document 
  17. Accurate Performance Predictions with Component-Based Models of Data Streaming Applications
    Werle, D.; Seifermann, S.; Koziolek, A.
    2022. Software Architecture – 16th European Conference, ECSA 2022, Prague, Czech Republic, September 19–23, 2022, Proceedings. Ed.: I. Gerostathopoulos, 83–98, Springer International Publishing. doi:10.1007/978-3-031-16697-6_6 Full textFull text of the publication as PDF document 
  18. ARCHI4MOM: Using Tracing Information to Extract the Architecture of Microservice-Based Systems from Message-Oriented Middleware
    Singh, S.; Werle, D.; Koziolek, A.
    2022. Software Architecture : 16th European Conference, ECSA 2022, Prague, Czech Republic, September 19–23, 2022, Proceedings. Ed.: I. Gerostathopoulos, 189–204, Springer International Publishing. doi:10.1007/978-3-031-16697-6_14 
  19. Toward Awareness Creation of Common Challenges Women are Facing in Academia: A Study from a German Perspective
    Corallo, S.; Mazkatli, M.; Rapp, M.; Hajiabadi, H.; Kaplan, A.; Kuehn, R.; Schmid, L.; Singh, S.
    2022. Software Architecture – 15th European Conference, ECSA 2021 Tracks and Workshops; Växjö, Sweden, September 13–17, 2021, Revised Selected Papers. Ed.: P. Scandurra, 47–62, Springer International Publishing. doi:10.1007/978-3-031-15116-3_3 
  20. NoRBERT: Transfer Learning for Requirements Classification
    Hey, T.; Keim, J.; Koziolek, A.; Tichy, W. F.
    2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000150464 Full textFull text of the publication as PDF document 
  21. A Taxonomy for Design Decisions in Software Architecture Documentation
    Keim, J.; Hey, T.; Sauer, B.; Koziolek, A.
    2022. doi:10.5445/IR/1000149966 Full textFull text of the publication as PDF document 
  22. Coreference Resolution for Software Architecture Documentation. bachelor’s thesis
    Dao, Q. N.
    2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000148262 Full textFull text of the publication as PDF document 
  23. Assessing Word Similarity Metrics For Traceability Link Recovery. bachelor’s thesis
    Werber, K.
    2022. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000148261 Full textFull text of the publication as PDF document 
  24. Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models
    Schmid, L.; Copik, M.; Calotoiu, A.; Werle, D.; Reiter, A.; Selzer, M.; Koziolek, A.; Hoefler, T.
    2022. ACM International Conference on Supercomputing (ICS ’22), Virtual Event, June 28-30, 2022, Association for Computing Machinery (ACM). doi:10.1145/3524059.3532391 Full textFull text of the publication as PDF document 
  25. Introducing an Evaluation Method for Taxonomies
    Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.
    2022. Association for Computing Machinery (ACM). doi:10.5445/IR/1000145968 Full textFull text of the publication as PDF document 
  26. Introducing an Evaluation Method for Taxonomies
    Kaplan, A.; Kühn, T.; Hahner, S.; Benkler, N.; Keim, J.; Fuchß, D.; Corallo, S.; Heinrich, R.; Corallo, S.; Heinrich, R.
    2022. EASE 2022: The International Conference on Evaluation and Assessment in Software Engineering 2022. Ed.: M. Staron, 311–316, Association for Computing Machinery (ACM). doi:10.1145/3530019.3535305 Full textFull text of the publication as PDF document 
2021
  1. Ein Rahmenwerk für Evaluierung von Interdisziplinären Lerneinheiten für den Informatikunterricht. master’s thesis
    Marquardt, K.
    2021, December 8. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000143548 Full textFull text of the publication as PDF document 
  2. Knowledge-based Sense Disambiguation of Multiword Expressions in Requirements Documents
    Hey, T.; Keim, J.; Tichy, W. F.
    2021. 2021 IEEE 29th International Requirements Engineering Conference Workshops (REW), Notre Dame, IN, USA, 20-24 Sept. 2021, 70–76, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/REW53955.2021.00017 Full textFull text of the publication as PDF document 
  3. A Hitchhiker’s Guide to Model-Driven Engineering for Data-Centric Systems
    Combemale, B.; Kienzle, J.; Mussbacher, G.; Ali, H.; Amyot, D.; Bagherzadeh, M.; Batot, E.; Bencomo, N.; Benni, B.; Bruel, J.-M.; Cabot, J.; Cheng, B. H. C.; Collet, P.; Engels, G.; Heinrich, R.; Jezequel, J.-M.; Koziolek, A.; Mosser, S.; Reussner, R.; Sahraoui, H.; Saini, R.; Sallou, J.; Stinckwich, S.; Syriani, E.; Wimmer, M.
    2021. IEEE software, 38 (4), 71–84. doi:10.1109/MS.2020.2995125 Full textFull text of the publication as PDF document 
  4. Towards extraction of message-based communication in mixed-technology architectures for performance model
    Singh, S.; Kirschner, Y. R.; Koziolek, A.
    2021. ICPE ’21: Companion of the ACM/SPEC International Conference on Performance Engineering, 133–138, Association for Computing Machinery (ACM). doi:10.1145/3447545.3451201 
  5. Towards an Automated Assessment of Graphical (Business Process) Modelling Competences
    Striewe, M.; Houy, C.; Rehse, J.-R.; Ullrich, M.; Fettke, P.; Schaper, N.; Oberweis, A.; Reussner, R.; Koziolek, A.; Heinrich, R.
    2021. Lecture Notes in Informatics, Gesellschaft für Informatik, Gesellschaft für Informatik (GI). doi:10.18420/inf2020_59 Full textFull text of the publication as PDF document 
  6. Applying Machine Learning for Integration of Multi-Modal Genomics Data and Imaging Data to Quantify Heterogeneity in Tumour Tissues
    Tan, X.; Su, A. T.; Hajiabadi, H.; Tran, M.; Nguyen, Q.
    2021. Artificial Neural Networks / edited by Hugh Cartwright. Ed.: H. Cartwright, 209–228, Humana Press. doi:10.1007/978-1-0716-0826-5_10 
  7. Software Engineering 2021 : Fachtagung vom 22.-26. Februar 2021 Braunschweig/virtuell
    Koziolek, A.; Schaefer, I.; Seidl, C. (Eds.)
    2021. Gesellschaft für Informatik (GI) Full textFull text of the publication as PDF document 
  8. Ein Datensatz handgezeichneter UML-Klassendiagramme für maschinelle Lernverfahren. bachelor’s thesis
    Schumacher, P. N.
    2021. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000146736 Full textFull text of the publication as PDF document 
  9. Frustrationen, die Frauen davon abhalten, sich für Software Engineering zu entscheiden
    Happe, L.; Koziolek, A.; Wagner, I.
    2021. Arbeitsgruppe "Initiativen für Frauen in der dualen technischen Ausbildung" der Bundesagentur für Arbeit (2021), Online, June 28, 2021 
  10. Towards Managing and Organizing Research Activities
    Kaplan, A.; Rapp, M.; Ananieva, S.; Hajiabadi, H.; Kühn, R.; Mazkatli, M.; Schmid, L.; Singh, S.
    2021. 8th ACM Celebration of Women in Computing: womENcourage (2021), Online, September 22–24, 2021 
  11. Towards Managing and Organizing Research Activities
    Kaplan, A.; Rapp, M.; Ananieva, S.; Hajiabad, H.; Kühn, R.; Mazkatli, M.; Schmid, L.; Singh, S.
    2021. 8th ACM Celebration of Women in Computing: womENcourage 2021 
  12. Component-Based Refinement and Verification of Information-Flow Security Policies for Cyber-Physical Microservice Architectures
    Gerking, C.; Schubert, D.
    2021. A. Koziolek, I. Schaefer & C. Seidl (Eds.), Software Engineering 2021 : Fachtagung 22.-26. Februar 2020 Braunschweig/Virtuell / Anne Koziolek, Ina Schaefer, Christoph Seidl, 43–44, Gesellschaft für Informatik (GI). doi:10.18420/SE2021_10 Full textFull text of the publication as PDF document 
  13. Sketches and Natural Language in Agile Modeling
    Fuchß, D.
    2021. ECSA-C 2021 : Companion Proceedings of the 15th European Conference on Software Architecture, Virtual (originally: Växjö, Sweden), 13-17 September, 2021. ECSA 2021 Companion Volume. Ed.: R. Heinrich, Paper-ID: 94 Full textFull text of the publication as PDF document 
  14. Trace Link Recovery for Software Architecture Documentation
    Keim, J.; Schulz, S.; Fuchß, D.; Kocher, C.; Speit, J.; Koziolek, A.
    2021. Software Architecture: 15th European Conference, ECSA 2021, Virtual Event, Sweden, September 13-17, 2021, Proceedings. Ed.: S. Biffl, 101–116, Springer Verlag. doi:10.1007/978-3-030-86044-8_7 Full textFull text of the publication as PDF document 
  15. An Evaluation of NILM Approaches on Industrial Energy-Consumption Data
    Kalinke, F.; Bielski, P.; Singh, S.; Fouché, E.; Böhm, K.
    2021. e-Energy ’21: Proceedings of the Twelfth ACM International Conference on Future Energy Systems, 239–243, Association for Computing Machinery (ACM). doi:10.1145/3447555.3464863 
  16. Towards an automated classification approach for software engineering research
    Kaplan, A.; Keim, J.
    2021. EASE 2021: Evaluation and Assessment in Software Engineering. Ed.: R. Chitchyan, 347–352, Association for Computing Machinery (ACM). doi:10.1145/3463274.3463358 
  17. Enabling Consistency between Software Artefacts for Software Adaption and Evolution
    Monschein, D.; Mazkatli, M.; Heinrich, R.; Koziolek, A.
    2021. Proceedings IEEE 18th International Conference on Software Architecture: 22-26 March 2021 ; virtual conference, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA51549.2021.00009 
  18. Informatik 2020 - Back to the future : 28. September - 2. Oktober 2020 Karlsruhe, Deutschland
    Reussner, R. H.; Koziolek, A.; Heinrich, R. (Eds.)
    2021. Gesellschaft für Informatik (GI) 
  19. Enabling consistency in view-based system development - The Vitruvius approach
    Klare, H.; Kramer, M. E.; Langhammer, M.; Werle, D.; Burger, E.; Reussner, R.
    2021. The journal of systems and software, 171, Article no: 110815. doi:10.1016/j.jss.2020.110815 Full textFull text of the publication as PDF document 
2020
  1. Robust metric learning based on the rescaled hinge loss
    Al-Obaidi, S. A. R.; Zabihzadeh, D.; Hajiabadi, H.
    2020. International Journal of Machine Learning and Cybernetics, 11 (11), 2515–2528. doi:10.1007/s13042-020-01137-z 
  2. Assessing Hypotheses in Multi-Agent Systems for Natural Language Processing. master’s thesis
    Fuchß, D.
    2020, October 29. doi:10.5445/IR/1000126806 Full textFull text of the publication as PDF document 
  3. Linking Software Architecture Documentation and Models. master’s thesis
    Schulz, S.
    2020, October 5. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000126194 Full textFull text of the publication as PDF document 
  4. Reproduction Package for Evaluating the Vitruvius Approach
    Klare, H.
    2020, September 17. doi:10.5445/IR/1000123568 
  5. Does BERT Understand Code? – An Exploratory Study on the Detection of Architectural Tactics in Code
    Keim, J.; Kaplan, A.; Koziolek, A.; Mirakhorli, M.
    2020. Software Architecture : 14th European Conference, ECSA 2020, L’Aquila, Italy, September 14–18, 2020, Proceedings. Ed.: A. Jansen, 220–228, Springer International Publishing. doi:10.1007/978-3-030-58923-3_15 
  6. NoRBERT: Transfer Learning for Requirements Classification
    Hey, T.; Keim, J.; Koziolek, A.; Tichy, W. F.
    2020. 2020 IEEE 28th International Requirements Engineering Conference (RE), 169–179, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/RE48521.2020.00028 Full textFull text of the publication as PDF document 
  7. What’s the Matter? Knowledge Acquisition by Unsupervised Multi-Topic Labeling for Spoken Utterances
    Weigelt, S.; Keim, J.; Hey, T.; Tichy, W. F.
    2020. International Journal of Humanized Computing and Communication, 1 (1), 43–66. doi:10.35708/HCC1868-126364 Full textFull text of the publication as PDF document 
  8. Supplementary Material for the ECSA2020 paper "Does BERT Understand Code? - An Exploratory Study on the Detection of Architectural Tactics in Code" by Keim et al
    Keim, J.; Kaplan, A.; Koziolek, A.; Mirakhorli, M.
    2020, July 2. doi:10.5281/zenodo.3925165 
  9. Combination of loss functions for robust breast cancer prediction
    Hajiabadi, H.; Babaiyan, V.; Zabihzadeh, D.; Hajiabadi, M.
    2020. Computers & Electrical Engineering, 84, Art.-Nr.: 106624. doi:10.1016/j.compeleceng.2020.106624 
  10. Modeling and Simulation of Message-Driven Self-Adaptive Systems. master’s thesis
    Schmid, L.
    2020, May 25. doi:10.5445/IR/1000121131 Full textFull text of the publication as PDF document 
  11. Combination of loss functions for deep text classification
    Hajiabadi, H.; Molla-Aliod, D.; Monsefi, R.; Yazdi, H. S.
    2020. International Journal of Machine Learning and Cybernetics, 11 (4), 751–761. doi:10.1007/s13042-019-00982-x 
  12. Context Classification in Dialog-Based Interaction
    Wachtel, A.; Eurich, F.; Fuchß, D.; Tichy, W. F.
    2020. 14th IEEE International Conference on Semantic Computing : February 3-5, 2020, San Diego, CA : proceedings, 185–189, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSC.2020.00038 
  13. Performance Modelling of Message-Oriented Middleware with Priority Queues
    Singh, S.; Schmid, L.; Koziolek, A.
    2020. 11th Symposium on Software Performance 2020, 12.–13. November 2020, Leipzig, Germany Full textFull text of the publication as PDF document 
  14. Flexibility Is Key in Organizing a Global Professional Conference Online: The ICPE 2020 Experience in the COVID-19 Era
    Brunnert, A.; Bondi, A.; Amaral, J. N.; Koziolek, A.; Trubiani, C.; Losup, A.
    2020 
  15. Teaching Programming at Scale
    Kaplan, A.; Keim, J.; Schneider, Y.; Walter, M.; Werle, D.; Koziolek, A.; Reussner, R. H.
    2020. Tagungsband des 17. Workshops "Software Engineering im Unterricht der Hochschulen" 2020, Innsbruck, Österreich, 26. - 27.02.2020 Hrsg.: S. Krusche, 2–6, RWTH Aachen Full textFull text of the publication as PDF document 
  16. A conceptual model for unifying variability in space and time
    Ananieva, S.; Greiner, S.; Kühn, T.; Krüger, J.; Linsbauer, L.; Grüner, S.; Kehrer, T.; Klare, H.; Koziolek, A.; Lönn, H.; Krieter, S.; Seidl, C.; Ramesh, S.; Reussner, R.; Westfechtel, B.
    2020. SPLC ’20: Proceedings of the 24th ACM Conference on Systems and Software Product Line: Volume A - Volume A, 148–158, Association for Computing Machinery (ACM). doi:10.1145/3382025.3414955 
  17. Effective measures to foster girls’ interest in secondary computer science education: A Literature Review
    Happe, L.; Buhnova, B.; Koziolek, A.; Wagner, I.
    2020. Education and information technologies, 26 (3), 2811–2829. doi:10.1007/s10639-020-10379-x Full textFull text of the publication as PDF document 
  18. Optimizing parametric dependencies for incremental performance model extraction
    Voneva, S.; Mazkatli, M.; Grohmann, J.; Koziolek, A.
    2020. Software Architecture: 14th European Conference, ECSA 2020 Tracks and Workshops, L’Aquila, Italy, September 14–18, 2020, Proceedings. Ed.: H. Muccini, 228–240, Springer. doi:10.1007/978-3-030-59155-7_17 
  19. Data stream operations as first-class entities in component-based performance models
    Werle, D.; Seifermann, S.; Koziolek, A.
    2020. Software Architecture: 14th European Conference, ECSA 2020, L’Aquila, Italy, September 14–18, 2020, Proceedings. Ed.: A. Jansen, 148–164, Springer. doi:10.1007/978-3-030-58923-3_10 Full textFull text of the publication as PDF document 
  20. Incremental calibration of architectural performance models with parametric dependencies
    Mazkatli, M.; Monschein, D.; Grohmann, J.; Koziolek, A.
    2020. IEEE 17th International Conference on Software Architecture (ICSA 2020); Salvador, Brazil, November 2-6, 2020, 23–34, IEEE Computer Society. doi:10.1109/ICSA47634.2020.00011 
  21. Using BERT for the Detection of Architectural Tactics in Code
    Keim, J.; Kaplan, A.; Koziolek, A.; Mirakhorli, M.
    2020. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000121031 Full textFull text of the publication as PDF document 
2019
  1. Towards Reverse Engineering for Component-Based Systemswith Domain Knowledge of the Technologies Used
    Schneider, Y. R.; Koziolek, A.
    2019. Proceedings of the 10th Symposium on Software Performance (SSP), 35–37, Gesellschaft für Informatik (GI) Full textFull text of the publication as PDF document 
  2. Unsupervised Multi-Topic Labeling for Spoken Utterances
    Weigelt, S.; Keim, J.; Hey, T.; Tichy, W. F.
    2019. 2019 IEEE International Conference on Humanized Computing and Communication (HCC), 38–45, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/HCC46620.2019.00014 
  3. relf: robust regression extended with ensemble loss function
    Hajiabadi, H.; Monsefi, R.; Yazdi, H. S.
    2019. Applied Intelligence, 49 (4), 1437–1450. doi:10.1007/s10489-018-1341-9 
  4. Towards Consistency Checking Between Software Architecture and Informal Documentation
    Keim, J.; Koziolek, A.
    2019. 2019 IEEE International Conference on Software Architecture Companion (ICSA-C), Hamburg, 25.-29. März 2019, 250–253, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C.2019.00052 
  5. Layered Geometric Learning
    Hajiabadi, H.; Godaz, R.; Ghasemi, M.; Monsefi, R.
    2019. Artificial intelligence and soft computing : 18th international conference, ICAISC 2019, Zakopane, Poland, June 16-20, 2019 : proceedings. Part 1. Hrsg.: L. Rutkowski, 571–582, Springer International Publishing. doi:10.1007/978-3-030-20912-4_52 
  6. Towards a conceptual model for unifying variability in space and time
    Ananieva, S.; Kehrer, T.; Klare, H.; Koziolek, A.; Lönn, H.; Ramesh, S.; Burger, A.; Taentzer, G.; Westfechtel, B.
    2019. Proceedings of the 23rd International Systems and Software Product Line Conference volume B - SPLC ’19, 1–5, ACM Digital Library. doi:10.1145/3307630.3342412 
  7. Managed Software Evolution
    Reussner, R.; Goedicke, M.; Hasselbring, W.; Vogel-Heuser, B.; Keim, J.; Märtin, L. (Eds.)
    2019. Springer Nature. doi:10.1007/978-3-030-13499-0 
  8. Data Stream Operations as First-Class Entities in Palladio
    Werle, D.; Seifermann, S.; Koziolek, A.
    2019. Softwaretechnik-Trends, 39 (4), 47–49 Full textFull text of the publication as PDF document 
  9. Mapping Data Flow Models to the Palladio Component Model
    Seifermann, S.; Werle, D.; Ebada, M.
    2019. Softwaretechnik-Trends, 39 (4), 41–43 Full textFull text of the publication as PDF document 
  10. Approaching natural conversation chatbots by interactive dialogue modelling & microsoft LUIS
    Wachtel, A.; Fuchß, D.; Schulz, S.; Tichy, W. F.
    2019. 2019 IEEE International Conference on Conversational Data & Knowledge Engineering (CDKE), 39–42, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/CDKE46621.2019.00013 
  11. Modeling and Simulation of Load Balancing Strategies for Computing in High Energy Physics
    Caspart, R.; Firnkes, P.; Giffels, M.; Koziolek, A.; Quast, G.; Reussner, R.; Stemmer-Grabow, M.
    2019. The European physical journal / Web of Conferences, 214, 03027. doi:10.1051/epjconf/201921403027 Full textFull text of the publication as PDF document 
  12. Assessing the quality impact of features in component-based software architectures
    Busch, A.; Fuchß, D.; Eckert, M.; Koziolek, A.
    2019. Software Architecture: 13th European Conference, ECSA 2019, Paris, France, September 9-13, Proceedings. Ed.: T. Bures, 211–219, Springer. doi:10.1007/978-3-030-29983-5_14 
  13. Infrastructure for modeling and analyzing the quality of software architectures
    Heinrich, R.; Koziolek, A.; Becker, S.; Reussner, R.
    2019. Proceedings 2019 IEEE/ACM 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, ECASE 2019: 27 May 2019, Montréal, QC, Canada, 2–5, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ECASE.2019.00009 
  14. Towards Consistency Analysis Between Formal and Informal Software Architecture Artefacts
    Keim, J.; Schneider, Y.; Koziolek, A.
    2019. Proceedings of the 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, 6–12, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ECASE.2019.00010 
  15. The Effect of Temporal Aggregation on Battery Sizing for Peak Shaving
    Werle, D.; Warzel, D.; Bischof, S.; Koziolek, A.; Trittenbach, H.; Böhm, K.
    2019. Tenth ACM International Conference on Future Energy Systems (ACM e-Energy) and its co-located workshops, Phoenix, AZ, United States, 25th - 28th of June 2019, 482–485, Association for Computing Machinery (ACM). doi:10.1145/3307772.3331023 
  16. Quality-driven Reuse of Model-based Software Architecture Elements. PhD dissertation
    Busch, A.
    2019. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000096543 Full textFull text of the publication as PDF document 
  17. PerOpteryx: Automated Improvement of Software Architectures
    Busch, A.; Fuchß, D.; Koziolek, A.
    2019. IEEE International Conference on Software Architecture (ICSA 2019), Hamburg, 25.-29. März 2019. Tool Demo Track, 162–165. doi:10.1109/ICSA-C.2019.00036 
  18. Performance-influencing Factors for Parallel and Algorithmic Problems in Multicore Environments: Work-In-Progress Paper
    Frank, M.; Becker, S.; Kaplan, A.; Koziolek, A.
    2019. 10th ACM/SPEC International Conference on Performance Engineering, ICPE 2019; Mumbai; India; 7 April 2019 through 11 April 2019, 21–24, Association for Computing Machinery (ACM). doi:10.1145/3302541.3313099 
  19. Natural Language Data Queries on Multiple Heterogenous Data Sources
    Wachtel, A.; Fuchß, D.; Przybylla, M.; Tichy, W. F.
    2019. End-User Development: 7th International Symposium, IS-EUD 2019, Hatfield, UK, July 10–12, 2019, Proceedings. Ed.: A. Malizia, 174–182, Springer. doi:10.1007/978-3-030-24781-2_13 
  20. Dialog-Based Meaning Derivation Service for Technical Language Domains
    Wachtel, A.; Schulz, S.; Tichy, W. F.
    2019. IEEE 13th International Conference on Semantic Computing (ICSC), Newport Beach; CA, United States; 30 January - 1 February 2019, 375–380, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICOSC.2019.8665513 
2018
  1. A Cross-Disciplinary Language for Change Propagation Rules
    Busch, K.; Werle, D.; Loper, M.; Heinrich, R.; Reussner, R.; Vogel-Heuser, B.
    2018. IEEE 14th International Conference on Automation Science and Engineering (CASE 2018), München, 20.-24. August 2018, 1099–1104, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/COASE.2018.8560364 
  2. Modeling and Simulation of Load Balancing Strategies for Computing in High Energy Physics
    Caspart, R.; Firnkes, P.; Giffels, M.; Koziolek, A.; Quast, G.; Reussner, R.; Stemmer-Grabow, M.
    2018. CHEP 2018 - 23rd International Conference on Computing in High Energy and Nuclear Physics, Sofia, BG, July 9-13,2018. Ed.: P. Hristov, EDP Sciences 
  3. Considering Not-quantified Quality Attributes in an Automated Design Space Exploration
    Busch, A.; Koziolek, A.
    2018. Software Engineering 2018 - Fachtagung des GI-Fachbereichs Softwaretechnik (SE 20108), Ulm, 06.-09. März 2018, Gesellschaft für Informatik (GI) 
  4. Rapid Testing of IaaS Resource Management Algorithms via Cloud Middleware Simulation
    Stier, C.; Domaschka, J.; Koziolek, A.; Krach, S.; Krzywda, J.; Reussner, R.
    2018. Proceedings of the 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018), Berlin, 9.-13. April 2018, 184–191, Association for Computing Machinery (ACM). doi:10.1145/3184407.3184428 
  5. Automated Consistency Preservation in Electronics Development of Cyber-Physical Systems
    Zimmermann, D.; Reussner, R. H.
    2018. Software Technologies: Applications and Foundations - STAF 2018 Collocated Workshops,Toulouse, France, June 25–29, 2018. Ed.: M. Mazzara, 506–511, Springer Nature. doi:10.1007/978-3-030-04771-9_36 
  6. Guidance of architectural changes in technical systems with varying operational modes
    Märtin, L.; Forjahn, N.-A.; Koziolek, A.; Reussner, R.
    2018. Software Architecture: 12th European Conference on Software Architecture (ECSA 2018), Madrid, E, September 24-28, 2018; Proceedings. Ed.: C.E. Cuesta, 37–45, Springer Nature. doi:10.1007/978-3-030-00761-4_3 Full textFull text of the publication as PDF document 
  7. Using informal knowledge for improving software quality trade-off decisions
    Schneider, Y.; Busch, A.; Koziolek, A.
    2018. Software Architecture: 12th European Conference on Software Architecture, ECSA 2018, Madrid, Spain, September 24–28, 2018; Proceedings, 265–283, Springer Nature. doi:10.1007/978-3-030-00761-4_18 
  8. A collection of software engineering challenges for big data system development
    Hummel, O.; Eichelberger, H.; Giloj, A.; Werle, D.; Schmid, K.
    2018. Euromicro Conference on Software Engineering and Advanced Applications 2018 (SEAA 2018), Prague, CZ, August 29-31, 2018. Ed.: T. Bures, 362–369, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEAA.2018.00066 
  9. Categories of change triggers in business processes
    Kaplan, A.; Busch, K.; Koziolek, A.; Heinrich, R.
    2018. Euromicro Conference on Software Engineering and Advanced Applications 2018 (SEAA 2018), Prague, CZ, August 29-31, 2018. Ed.: T. Bures, 252–259, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SEAA.2018.00049 
  10. An equal opportunity concept for the coordinated research effort AESC
    Koziolek, A.; Sanders, P.; Wagner, D.
    2018. 12th European Conference on Software Architecture, ECSA 2018; Madrid; Spain; 24 September 2018 through 28 September 2018, Art. Nr.: a16, Association for Computing Machinery (ACM). doi:10.1145/3241403.3241421 
  11. Themenextraktion zur Domänenauswahl für Programmierung in natürlicher Sprache. master’s thesis
    Keim, J.
    2018. doi:10.5445/IR/1000086946 Full textFull text of the publication as PDF document 
  12. Integrating semantically-related legacy models in vitruvius
    Mazkatli, M.; Burger, E.; Quante, J.; Koziolek, A.
    2018. 10th ACM/IEEE International Workshop on Modelling in Software Engineering, MiSE 2018; Gothenburg; Sweden; 27 May 2018 through 28 May 2018, 41–48, Association for Computing Machinery (ACM). doi:10.1145/3193954.3193961 
  13. Continuous integration of performance model
    Mazkatli, M.; Koziolek, A.
    2018. 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018) Berlin, 9.-13. April 2018, 153–158, Association for Computing Machinery (ACM). doi:10.1145/3185768.3186285 
  14. The palladio-bench for modeling and simulating software architectures
    Heinrich, R.; Werle, D.; Klare, H.; Reussner, R.; Kramer, M.; Becker, S.; Happe, J.; Koziolek, H.; Krogmann, K.
    2018. 40th ACM/IEEE International Conference on Software Engineering (ICSE 2018), Gothenburg, S, May 27 June 3, 2018, 37–40, Association for Computing Machinery (ACM). doi:10.1145/3183440.3183474 
  15. Supplementary Material for the Study on Categories of Change Triggers in Business Processes
    Kaplan, A.; Busch, K.; Koziolek, A.; Heinrich, R.
    2018. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000083388 Full textFull text of the publication as PDF document 
  16. HIPE -- An Energy-Status-Data Set from Industrial Production
    Bischof, S.; Trittenbach, H.; Vollmer, M.; Werle, D.; Blank, T.; Böhm, K.
    2018. International Workshop on Energy Data and Analytics (EDA 2018), Karlsruhe, Germany, June 12, 2018 
  17. Dataset accompanying "How much demand side flexibility do we need? - Analyzing where to exploit flexibility in industrial processes"
    Barth, L.; Hagenmeyer, V.; Ludwig, N.; Wagner, D.
    2018. doi:10.5445/IR/1000082194 
2017
  1. On Extending Neural Networks with Loss Ensembles for Text Classification
    Hajiabadi, H.; Molla-Alliod, D.; Monsefi, R.
    2017. Australasian Language Technology Association Workshop 2017 Proceedings of the Workshop : 6–8 December 2017, Queensland University of Technology, Brisbane, Australia. Ed.: J. S.-M. Wong, 98–102, Australasian Language Technology Association (ALTA) 
  2. Leveraging State to Facilitate Separation of Concerns in Reuse-oriented Performance Models
    Werle, D.; Seifermann, S.; Krach, S. D.
    2017. Softwaretechnik-Trends, 37 (3), 26–28 Full textFull text of the publication as PDF document 
  3. Automotive Systems Modelling with Vitruvius
    Mazkatli, M.; Burger, E.; Koziolek, A.; Reussner, R. H.
    2017. INFORMATIK 2017. Tagung, Chemnitz, 25.- 29. September 2017. Hrsg.: M. Eibl, 1487–1498, Gesellschaft für Informatik (GI). doi:10.18420/in2017_148 
  4. Reference Scenarios for Self-aware Computing
    Kephart, J. O.; Maggio, M.; Diaconescu, A.; Giese, H.; Hoffmann, H.; Kounev, S.; Koziolek, A.; Lewis, P.; Robertsson, A.; Spinner, S.
    2017. Self-Aware Computing Systems. Ed.: S. Kounev, 87–106, Springer International Publishing. doi:10.1007/978-3-319-47474-8_4 
  5. Considering Transient Effects of Self-Adaptations in Model-Driven Performance Analyses
    Stier, C.; Koziolek, A.
    2017. Software Engineering 2017: Fachtagung des GI-Fachbereichs Softwaretechnik (SE 2017), Hannover, 21.-24. Februar 2017. Hrsg.: J. Jürjens, 99–100, Gesellschaft für Informatik (GI) 
  6. Assessing Self-awareness
    Esterle, L.; Bellman, K. L.; Becker, S.; Koziolek, A.; Landauer, C.; Lewis, P.
    2017. Self-Aware Computing Systems. Ed.: S. Kounev, 465–481, Springer International Publishing. doi:10.1007/978-3-319-47474-8_15 
  7. Automatic Evaluation of Complex Design Decisions in Component-based Software Architectures
    Scheerer, M.; Busch, A.; Koziolek, A.
    2017. MEMOCODE ’17 : Proceedings of the 15th ACM-IEEE International Conference on Formal Methods and Models for System Design, Vienna, Austria, 29th September - 2nd October 2017, 67–76, Association for Computing Machinery (ACM). doi:10.1145/3127041.3127059 
  8. Deriving Power Models for Architecture-Level Energy Efficiency Analyses
    Stier, C.; Werle, D.; Koziolek, A.
    2017. Computer Performance Engineering : 14th European Workshop, EPEW 2017, Berlin, Germany, 7th - 8th September 2017. Ed.: P. Reinecke, 214–229, Springer International Publishing. doi:10.1007/978-3-319-66583-2_14 
  9. ICPE 2017 Program Chairs’ Welcome
    Koziolek, A.; Smirni, E.; Poess, M.
    2017. ICPE’17, Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering, L’Aquila, Italy, 22-26 April 2017, III-IV, Association for Computing Machinery (ACM) 
2016
  1. Session details: Special Issue on Challenges in Software Performance
    Krishnamurthy, D.; Koziolek, A. (Eds.)
    2016. Association for Computing Machinery (ACM). doi:10.1145/3263045 
  2. Palladio Optimization Suite: QoS optimization for component-based Cloud applications
    Ciavotta, M.; Ardagna, M.; Koziolek, A.
    2016. Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools, ICST. doi:10.4108/eai.14-12-2015.2262562 
  3. Scalable Assessment and Optimization of Power Distribution Automation Networks
    Avritzer, A.; Happe, L.; Koziolek, A.; Menasche, D. S.; Suresh, S.; Yallouz, J.
    2016. Principles of Performance and Reliability Modeling and Evaluation – Essays in Honor of Kishor Trivedi on his 70th Birthday. Hrsg.: L. Fiondella, 321–340, Springer International Publishing. doi:10.1007/978-3-319-30599-8_12 
  4. Modeling and Simulating Software Architectures – The Palladio Approach
    Reussner, R. H.; Becker, S.; Happe, J.; Heinrich, R.; Koziolek, A.; Koziolek, H.; Kramer, M.; Krogmann, K. (Eds.)
    2016. MIT Press 
  5. Automated workload characterization for I/O performance analysis in virtualized environments
    Busch, A.; Noorshams, Q.; Kounev, S.; Koziolek, A.; Reussner, R.; Amrehn, E.
    2016. Lecture Notes in Informatics (LNI), 27–28, Gesellschaft für Informatik (GI) 
  6. Analysis of the trade-offs in different modeling approaches for performance prediction of software systems
    Kounev, S.; Brosig, F.; Meier, P.; Becker, S.; Koziolek, A.; Koziolek, H.; Rygielski, P.
    2016. Software Engineering-Konferenz, SE 2016 - Software Engineering Conference, SE 2016; Wien; Austria; 23 February 2016 through 26 February 2016. Ed. : J. Knoop, 47–48, Gesellschaft für Informatik (GI) 
  7. Considering Transient Effects of Self-Adaptations in Model-Driven Performance Analyses
    Stier, C.; Koziolek, A.
    2016. 2016 12th International ACM SIGSOFT Conference on Quality of Software Architectures (QoSA), Venice, Italy, 5–8 April 2016, 80–89, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/QoSA.2016.14 
  8. Considering Not-Quantified Quality Attributes in an Automated Design Space Exploration
    Busch, A.; Koziolek, A.
    2016. 2016 12th International ACM SIGSOFT Conference on Quality of Software Architectures (QoSA), Venice, Italy, 5–8 April 2016, 50–59, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/QoSA.2016.10 
  9. Modelling the structure of reusable solutions for architecture-based quality evaluation
    Busch, A.; Schneider, Y.; Koziolek, A.; Rostami, K.; Kienzle, J.
    2016. 2016 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), Luxembourg, L, December 12-15, 2016, 521–526, IEEE Computer Society. doi:10.1109/CloudCom.2016.0091 
  10. View-based and Model-driven Outage Management for the Smart Grid
    Burger, E.; Mittelbach, V.; Koziolek, A.
    2016. 11th International Workshop on Models@run.time (MRT) co-located with 19th International Conference on Model Driven Engineering Languages and Systems (MODELS), Saint Malo, France, October 4, 2016. Ed.: S. Götz, 1–8, RWTH Aachen 
  11. Fault-Aware pareto frontier exploration for dependable system architectures
    Märtin, L.; Baller, H.; Koziolek, A.; Reussner, R.
    2016. 3rd International Workshop on Interplay of Model-Driven and Component-Based Software Engineering, ModComp 2016; Saint-Malo; France; October 2-7, 2016. Ed.: F. Ciccozzi, 25–30, RWTH Aachen 
  12. Towards concern-oriented design of component-based systems
    Kienzle, J.; Koziolek, A.; Busch, A.; Reussner, R.
    2016. 3rd International Workshop on Interplay of Model-Driven and Component-Based Software Engineering, ModComp 2016; Saint-Malo; France; October 2-7, 2016. Ed.: F. Ciccozzi, 31–36, RWTH Aachen 
  13. Survivability modeling to assess deployment alternatives accounting for rejuvenation
    Jacques-Silva, G.; Watson, T. J.; Avritzer, A.; Menasché, D. S.; Koziolek, A.
    2016. International Symposium on Software Reliability Engineering Workshops (ISSREW), Gaithersburg, MD, 2-5 Nov. 2015, 114–119, IEEE Computer Society. doi:10.1109/ISSREW.2015.7392055 
  14. Assessing survivability to support power grid investment decisions
    Koziolek, A.; Avritzer, A.; Suresh, S.; Menasché, D. S.; Diniz, M.; Souza e Silva, E. de; Leão, R. M.; Trivedi, K.; Happe, L.
    2016. Reliability engineering & system safety, 155, 30–43. doi:10.1016/j.ress.2016.05.015 
  15. A Domain-Specific Language for Model Consistency
    Werle, D.
    2016. Studierendenprogramm der Fachtagung „Modellierung 2016“. Hrsg.: R. Heinrich, Karlsruher Institut für Technologie (KIT) 
2015
  1. Identifikation problematischer Substantivierungen in natürlichsprachigen Anforderungsdokumenten. bachelor’s thesis
    Keim, J.
    2015, March 16. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000142183 Full textFull text of the publication as PDF document 
  2. Performance-oriented DevOps: A Research Agenda. [Preprint]
    Brunnert, A.; Hoorn, A. van; Willnecker, F.; Danciu, A.; Hasselbring, W.; Heger, C.; Herbst, N.; Jamshidi, P.; Jung, R.; Kistowski, J. von; Koziolek, A.; Kroß, J.; Spinner, S.; Vögele, C.; Walter, J.; Wert, A.
    2015. arXiv : Computing Research Repository (CoRR), arXiv:1508.04752 
  3. DeNom: A Tool to Find Problematic Nominalizations using NLP
    Landhäußer, M.; Körner, S. J.; Keim, J.; Tichy, W. F.; Krisch, J.
    2015. Second International Workshop on Artificial Intelligence for Requirements Engineering ( AIRE´15) : the 23rd IEEE International Requirements Engineering Conference (RE 2015) , August 24-28, 2015 Ottawa, Canada, 9–16, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/AIRE.2015.7337623 
  4. Model-Based Energy Efficiency Analysis of Software Architectures
    Stier, C.; Koziolek, A.; Groenda, H.; Reussner, R.
    2015. Software Architecture : Proceedings of the 9th European Conference on Software Architecture (ECSA ’15), September 7-11, 2015, Dubrovnik/Cavtat, Croatia. Ed.: D. Weyns, 221–238, Springer International Publishing. doi:10.1007/978-3-319-23727-5_18 
  5. Assessing Security to Compare Architecture Alternatives of Component-Based Systems
    Busch, A.; Strittmatter, M.; Koziolek, A.
    2015. Proceedings of the IEEE International Conference on Software Quality, Reliability & Security, 3-5 Aug. 2015, Vancouver, BC, Canada, 99–108, IEEE Computer Society 
  6. Survivability Evaluation of Gas, Water and Electricity Infrastructures
    Avritzer, A.; Carnevali, L.; Ghasemieh, H.; Happe, L.; Haverkort, B. R.; Koziolek, A.; Menasche, D.; Remke, A.; Sarvestani, S. S.; Vicario, E.
    2015. Electronic notes in theoretical computer science, 310, 5–25. doi:10.1016/j.entcs.2014.12.010 
  7. Exploiting Software Performance Engineering Techniques to Optimise the Quality of Smart Grid Environments
    Trubiani, C.; Koziolek, A.; Happe, L.
    2015. Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, Texas, USA, Jan. 31 - Feb. 4, 2015, 199–202, Association for Computing Machinery (ACM). doi:10.1145/2668930.2695532 
  8. Quality-oriented Decision Support for maintaining Architectures of fault-tolerant Space Systems
    Märtin, L.; Koziolek, A.; Reussner, R. H.
    2015. Proceedings of the 2015 European Conference on Software Architecture Workshops (ECSAW ’15), September 7-11, 2015, Dubrovnik/Cavtat, Croatia. Ed.: I. Crnkovic, Art.Nr.49, Association for Computing Machinery (ACM). doi:10.1145/2797433.2797484 
  9. Interplay of Design Time Optimization and Run Time Optimization (Talk Abstract)
    Koziolek, A.
    2015. Model-driven Algorithms and Architectures for Self-Aware Computing Systems (Dagstuhl Seminar 15041). January 18–23, 2015, Wadern, Germany. Ed.: S. Kounev, 183, Schloss Dagstuhl - Leibniz-Zentrum für Informatik (LZI). doi:10.4230/DagRep.5.1.164 
  10. Supporting requirements update during software evolution
    Ben Charrada, E.; Koziolek, A.; Glinz, M.
    2015. Journal of Software: Evolution and Process, 27 (3), 166–194. doi:10.1002/smr.1705 
  11. Twin Peaks Goes Agile
    Galster, M.; Mirakhorli, M.; Koziolek, A.
    2015. ACM SIGSOFT software engineering notes, 40 (5), 47–49. doi:10.1145/2815021.2815038 
  12. Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-Based Architectures
    Brosig, F.; Meier, P.; Becker, S.; Koziolek, A.; Koziolek, H.; Kounev, S.
    2015. IEEE transactions on software engineering, 41 (2), 157–175. doi:10.1109/TSE.2014.2362755 
  13. Automated Workload Characterization for I/O Performance Analysis in Virtualized Environments
    Busch, A.; Noorshams, Q.; Kounev, S.; Koziolek, A.; Reussner, R.; Amrehn, E.
    2015. 6th ACM/SPEC International Conference on Performance Engineering (ICPE’15), Austin, Texas/USA, January 31 - February 4, 2015, 265–276, Association for Computing Machinery (ACM). doi:10.1145/2668930.2688050 
2014
  1. Towards Modeling and Analysis of Power Consumption of Self-Adaptive Software Systems in Palladio
    Stier, C.; Groenda, H.; Koziolek, A.
    2014. Proceedings of the Symposium on Software Performance (SOSP), November 26-28, 2014, Stuttgart, Germany, 28–45, Stuttgart 
  2. A common analysis framework for smart distribution networks applied to security and survivability analysis
    Happe, L.; Koziolek, A.
    2014. Randomized Timed and Hybrid Models for Critical Infrastructures (2014), Leipzig, Germany, January 12–17, 2014 
  3. Experience of pragmatically combining RE methods for performance requirements in industry
    Wohlrab, R.; De Gooijer, T.; Koziolek, A.; Becker, S.
    2014. IEEE 22nd International Requirements Engineering Conference (RE’14), Karlskrona, Sweden, August 25-29, 2014, 344–353, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/RE.2014.6912285 
  4. A Scalable Approach to the Assessment of Storm Impact in Distributed Automation Power Grids
    Avritzer, A.; Carnevali, L.; Happe, L.; Koziolek, A.; Sadoc Menasche, D.; Paolieri, M.; Suresh, S.
    2014. Quantitative Evaluation of Systems - 11th International Conference (QEST’14), Florence, Italy, September 8-10, 2014. Ed.: G. Norman, 345–367, Springer US. doi:10.1007/978-3-319-10696-0_27 
  5. Assessing survivability of smart grid distribution network designs accounting for multiple failures
    Sadoc Menasche, D.; Avritzer, A.; Suresh, S.; Leao, R. M.; De Souza e Silva, E.; Diniz, M.; Trivedi, K.; Happe, L.; Koziolek, A.
    2014. Concurrency and Computation: Practice and Experience, 26 (12), 1949–1974. doi:10.1002/cpe.3241 
  6. Guilt-based handling of software performance antipatterns in palladio architectural models
    Trubiani, C.; Koziolek, A.; Cortellessa, V.; Reussner, R.
    2014. Journal of Systems and Software, 95, 141–165. doi:10.1016/j.jss.2014.03.081 
  7. Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments
    Huber, N.; Van Hoorn, A.; Koziolek, A.; Brosig, F.; Kounev, S.
    2014. Service oriented computing and applications, 8 (1), 73–89. doi:10.1007/s11761-013-0144-4 
2013
  1. Design of distribution automation networks using survivability modeling and power flow equations
    Koziolek, A.; Avritzer, A.; Suresh, S.; Menasche, D. S.; Trivedi, K.; Happe, L.
    2013. 2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE), 41–50, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISSRE.2013.6698903 
  2. Experience with model-based performance, reliability, and adaptability assessment of a complex industrial architecture
    Gouvêa, D. D.; Muniz, C. de A. A. D.; Pinto, G. A.; Avritzer, A.; Leão, R. M. M.; de Souza e Silva, E.; Diniz, M. C.; Cortellessa, V.; Berardinelli, L.; Leite, J. C. B.; Mossé, D.; Cai, Y.; Dalton, M.; Happe, L.; Koziolek, A.
    2013. Software & Systems Modeling, 12 (4), 765–787. doi:10.1007/s10270-012-0264-x 
  3. QoSA 2013 proceedings : proceedings of 9th International ACM SIGSOFT Conference on the Quality of Software Architectures, June 17-21, 2013, Vancouver, BC, Canada
    Kruchten, P.; Koziolek, A.; Nord, R. (Eds.)
    2013. Association for Computing Machinery (ACM) 
  4. An Empirical Investigation of the Component-Based Performance Prediction Method Palladio
    Reussner, R.; Becker, S.; Koziolek, A.; Koziolek, H.
    2013. Perspectives on the Future of Software Engineering : Essays in Honor of Dieter Rombach. Ed.: J. Münch, 191–207, Springer Verlag. doi:10.1007/978-3-642-37395-4_13 
  5. Hybrid multi-attribute QoS optimization in component based software systems
    Koziolek, A.; Ardagna, D.; Mirandola, R.
    2013. Journal of Systems and Software, 86 (10), 2542–2558. doi:10.1016/j.jss.2013.03.081 
  6. Survivability models for the assessment of smart grid distribution automation network designs
    Avritzer, A.; Suresh, S.; Menasche, D. S.; Meri Leao, R. M.; De Souza e Silva, E.; Diniz, M. C.; Trivedi, K.; Happe, L.; Koziolek, A.
    2013. 4th ACM/SPEC International Conference on Performance Engineering (ICPE’13), Prague, Czech Republic, April 21-24, 2013, 241–252, Association for Computing Machinery (ACM). doi:10.1145/2479871.2479905 
  7. Software Architecture Optimization Methods: A Systematic Literature Review
    Aleti, A.; Buhnova, B.; Grunske, L.; Koziolek, A.; Meedeniya, I.
    2013. IEEE Transactions on Software Engineering, 39 (5), 658–683. doi:10.1109/TSE.2012.64 
  8. How the understanding of the effects of design decisions informs requirements engineering
    Durdik, Z.; Koziolek, A.; Reussner, R. H.
    2013. 2nd International Workshop on the Twin Peaks of Requirement and Architecture (TwinPeaks’13), San Francisco, California/USA, May 21, 2013, 14–18, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/TwinPeaks.2013.6614718 
  9. Automated Improvement of Software Architecture Models for Performance and Other Quality Attributes. PhD dissertation
    Koziolek, A.
    2013. KIT Scientific Publishing. doi:10.5445/KSP/1000032342 Full textFull text of the publication as PDF document 
2012
  1. Survivability analysis of power distribution in smart grids with active and reactive power modeling
    Menasché, D. S.; Meri Leäo, R. M.; de Souza e Silva, E.; Avritzer, A.; Suresh, S.; Trivedi, K.; Marie, R. A.; Happe, L.; Koziolek, A.
    2012. ACM SIGMETRICS Performance Evaluation Review, 40 (3), 53–57. doi:10.1145/2425248.2425260 
  2. Architecture-driven quality requirements prioritization
    Koziolek, A.
    2012. 2012 First IEEE International Workshop on the Twin Peaks of Requirements and Architecture (TwinPeaks), 15–19, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/TwinPeaks.2012.6344554 
  3. S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures
    Huber, N.; van Hoorn, A.; Koziolek, A.; Brosig, F.; Kounev, S.
    2012. 2012 IEEE Ninth International Conference on e-Business Engineering, 70–77, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICEBE.2012.21 
  4. Identifying outdated requirements based on source code changes
    Ben Charrada, E.; Koziolek, A.; Glinz, M.
    2012. 2012 20th IEEE International Requirements Engineering Conference (RE), 61–70, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/RE.2012.6345840 
  5. A common analysis framework for smart distribution networks applied to survivability analysis of distribution automation
    Koziolek, A.; Happe, L.; Avritzer, A.; Suresh, S.
    2012. 2012 First International Workshop on Software Engineering Challenges for the Smart Grid (SE-SmartGrids), Zurich, Switzerland, 3. June 2012, 23–29, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SE4SG.2012.6225713 
  6. Modelling and quality in requirements engineering : essays dedicated to Martin Glinz on the occasion of his 60th birthday
    Seyff, N.; Koziolek, A. (Eds.)
    2012. Verlagshaus Monsenstein und Vannerdat 
  7. An industrial case study of performance and cost design space exploration
    De Gooijer, T.; Jansen, A.; Koziolek, H.; Koziolek, A.
    2012. Proceedings of the third joint WOSP/SIPEW international conference on Performance Engineering - ICPE ’12, 205, ACM Digital Library. doi:10.1145/2188286.2188319 
  8. Research Preview: Prioritizing Quality Requirements Based on Software Architecture Evaluation Feedback
    Koziolek, A.
    2012. Requirements Engineering: Foundation for Software Quality. Ed.: B. Regnell, 52–58, Springer Verlag. doi:10.1007/978-3-642-28714-5_5 
  9. Palladio Days 2012. Proceedings, 8 - 9 November 2012, Universität Paderborn, Germany
    Becker, S.; Happe, J.; Koziolek, A.
    2012. (R. Reussner, Ed.), Karlsruher Institut für Technologie (KIT) Full textFull text of the publication as PDF document 
2011
  1. From monolithic to component-based performance evaluation of software architectures – A series of experiments analysing accuracy and effort
    Martens, A.; Koziolek, H.; Prechelt, L.; Reussner, R.
    2011. Empirical Software Engineering, 16 (5), 587–622. doi:10.1007/s10664-010-9142-8 
  2. An automated model based approach to test web application using ontology
    Hajiabadi, H.; Kahani, M.
    2011. 2011 IEEE Conference on Open Systems, Langkawi, Malaysia, 25-28 September 2011, 348–353, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICOS.2011.6079282 
  3. Peropteryx: automated application of tactics in multi-objective software architecture optimization
    Koziolek, A.; Koziolek, H.; Reussner, R.
    2011. Joint proceedings of the Seventh International ACM SIGSOFT Conference on the Quality of Software Architectures and the 2nd ACM SIGSOFT International Symposium on Architecting Critical Systems (QoSA-ISARCS 2011), 33–42, Association for Computing Machinery (ACM) 
  4. Detection and solution of software performance antipatterns in palladio architectural models
    Trubiani, C.; Koziolek, A.
    2011. Proceeding of the 2nd joint WOSP/SIPEW international conference on Performance engineering, ICPE ’11, Karlsruhe, Germany, 14th - 16h March 2011, 19–30, Association for Computing Machinery (ACM). doi:10.1145/1958746.1958755 
  5. Focussing multi-objective software architecture optimization using quality of service bounds
    Koziolek, A.; Noorshams, O.; Reussner, R.
    2011. Models in Software Engineering Workshops and Symposia at MODELS 2010 Oslo, Norway, October 3-8, 2010 Reports and Revised Selected Papers. Ed.: J. Dingel, 384–399, Springer Verlag 
  6. An industrial case study on quality impact prediction for evolving service-oriented software
    Koziolek, H.; Schlich, B.; Bilich, C.; Weiss, R.; Becker, S.; Krogmann, K.; Trifu, M.; Mirandola, R.; Koziolek, A.
    2011. Proceeding of the 33rd international conference on Software engineering (ICSE 2011), Software Engineering in Practice Track, 776–785, Association for Computing Machinery (ACM) 
  7. Experience building non-functional requirement models of a complex industrial architecture
    Dominguez Gouvêa, D.; Muniz, C.; Pinto, G.; Avritzer, A.; Meri Leão, R. M.; Souza e Silva, E. de; Carmem Diniz, M.; Berardinelli, L.; Leite, J. C. B.; Mossé, D.; Cai, Y.; Dalton, M.; Kapova, L.; Koziolek, A.
    2011. Proceedings of the 2nd ACM/SPEC International Conference on Performance Engineering : March 14 - 16, 2011, Karlsruhe, Germany ; 2nd Joint WOSP/SIPEW : In cooperation with: SPEC, 43–54, Association for Computing Machinery (ACM). doi:10.1145/1958746.1958757 
  8. Towards a generic quality optimisation framework for component-based system models
    Koziolek, A.; Reussner, R.
    2011. Proceedings of the 14th international ACM Sigsoft symposium on Component based software engineering, CBSE ’11, 103–108, Association for Computing Machinery (ACM) 
  9. Automated Improvement of Software Architecture Models for Performance and Other Quality Attributes. PhD dissertation
    Koziolek, A.
    2011. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000024955 Full textFull text of the publication as PDF document 
  10. The Palladio Component Model
    Reussner, R.; Becker, S.; Burger, E.; Happe, J.; Hauck, M.; Koziolek, A.; Koziolek, H.; Krogmann, K.; Kuperberg, M.
    2011. Karlsruher Institut für Technologie (KIT). doi:10.5445/IR/1000022503 Full textFull text of the publication as PDF document 
2010
  1. Using quality of service bounds for effective multi-objective software architecture optimization
    Noorshams, Q.; Martens, A.; Reussner, R.
    2010. Proceedings of the 2nd International Workshop on the Quality of Service-Oriented Software Systems (QUASOSS ’10), Oslo, Norway, October 4, 2010, 1:1–1:6, Association for Computing Machinery (ACM). doi:10.1145/1858263.1858265 
  2. Automatically Improve Software Architecture Models for Performance, Reliability, and Cost Using Evolutionary Algorithms
    Martens, A.; Koziolek, H.; Becker, S.; Reussner, R.
    2010. WOSP/SIPEW’10 : proceedings of the First Joint WOSP/SIPEW International Conference on Performance Engineering; January 28 - 30, 2010, San José, CA, USA, 105–116, Association for Computing Machinery (ACM). doi:10.1145/1712605.1712624 
  3. A Hybrid Approach for Multi-attribute QoS Optimisation in Component Based Software Systems
    Martens, A.; Ardagna, D.; Koziolek, H.; Mirandola, R.; Reussner, R.
    2010. Research into practice - reality and gaps : 6th International Conference on the Quality of Software Architectures, QoSA 2010, Prague, Czech Republic, June 23 - 25, 2010 ; proceedings. Ed.: G. T. Heineman, 84–101, Springer Verlag. doi:10.1007/978-3-642-13821-8_8 
  4. State dependence in performance evaluation of component-based software systems
    Kapova, L.; Buhnova, B.; Martens, A.; Happe, J.; Reussner, R.
    2010. First Joint WOSP/SIPEW International Conference on Performance Engineering San Jose California USA January 28 - 30, 2010. Ed.: A. Adamson, 37–48, ACM Digital Library. doi:10.1145/1712605.1712613 
  5. A Process to Effectively Identify “Guilty” Performance Antipatterns
    Cortellessa, V.; Martens, A.; Reussner, R.; Trubiani, C.
    2010. Fundamental approaches to software engineering : 13th international conference, FASE 2010, held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2010, Paphos, Cyprus, March 20-28, 2010 ; proceedings. Ed.: D. Rosenblum, 368–382, Springer Verlag. doi:10.1007/978-3-642-12029-9_26 
2009
  1. Automatic, Model-Based Software Performance Improvement for Component-based Software Designs
    Martens, A.; Koziolek, H.
    2009. Electronic Notes in Theoretical Computer Science, 253 (1), 77–93. doi:10.1016/j.entcs.2009.09.029 
  2. Optimising multiple quality criteria of service-oriented software architectures
    Martens, A.; Brosch, F.; Reussner, R.
    2009. Proceedings of the 1st international workshop on Quality of service-oriented software systems - QUASOSS ’09, 25–32, ACM Digital Library. doi:10.1145/1596473.1596481 
  3. Improved Feedback for Architectural Performance Prediction Using Software Cartography Visualizations
    Krogmann, K.; Schweda, C. M.; Buckl, S.; Kuperberg, M.; Martens, A.; Matthes, F.
    2009. Architectures for adaptive software systems : 5th International Conference on Quality of Software Architectures, QoSA 2009, East Stroudsburg, PA, USA, June 24 - 26, 2009 ; proceedings. Ed.: R. Mirandola, 52–69, Springer Verlag. doi:10.1007/978-3-642-02351-4_4 
2008
  1. An Empirical Investigation of the Effort of Creating Reusable, Component-Based Models for Performance Prediction
    Martens, A.; Becker, S.; Koziolek, H.; Reussner, R.
    2008. Component based software engineering : 11th international symposium, CBSE 2008, Karlsruhe, Germany, October 14 - 17, 2008 ; proceedings. Ed.: M. R. V. Chaudron, 16–31, Springer Verlag. doi:10.1007/978-3-540-87891-9_2 
  2. An Empirical Investigation of the Applicability of a Component-Based Performance Prediction Method
    Martens, A.; Becker, S.; Koziolek, H.; Reussner, R.
    2008. Computer performance engineering : 5th European Performance Engineering Workshop, EPEW 2008, Palma de Mallorca, Spain, September 24-25, 2008 ; proceedings. Ed.: N. Thomas, 17–31, Springer Verlag. doi:10.1007/978-3-540-87412-6_3 
2007
  1. Empirical Validation of the Model-driven Performance Prediction Approach Palladio. master’s thesis
    Martens, A.
    2007, November. Carl von Ossietzky Universität Oldenburg