Anne Koziolek

Orcid: 0000-0002-1593-3394

Affiliations:
  • Karlsruhe Institute of Technology, Germany


According to our database1, Anne Koziolek authored at least 138 papers between 2008 and 2024.

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Bibliography

2024
Monitoring tools for DevOps and microservices: A systematic grey literature review.
J. Syst. Softw., February, 2024

A data-driven active learning approach to reusing ML solutions in scientific applications.
J. Syst. Softw., 2024

SeBS-Flow: Benchmarking Serverless Cloud Function Workflows.
CoRR, 2024

Combining Knowledge Graphs and Large Language Models to Ease Knowledge Access in Software Architecture Research.
Proceedings of the Second International Workshop on Semantic Technologies and Deep Learning Models for Scientific, 2024

Detecting Inconsistencies in Software Architecture Documentation Using Traceability Link Recovery.
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

Modeling Languages for Automotive Digital Twins: A Survey Among the German Automotive Industry.
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

LLM-based Control Code Generation using Image Recognition.
LLM4CODE@ICSE, 2024

Recovering Trace Links Between Software Documentation And Code.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

What do you assume? A Theory of Security-Related Assumptions.
Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings, 2024

Automated Reverse Engineering for MoM-Based Microservices (ARE4MOM) Using Static Analysis.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

Inconsistencies in Production Workflows and How to Model Them.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

MoCoRe - A Generic Model-Driven Composition and Rule-Based Refinement Framework.
Proceedings of the 21st IEEE International Conference on Software Architecture, 2024

Exploring Existing Tools for Managing Different Types of Research Data.
Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

2023
Towards Continuous Integration of Performance Models for Lua-Based Sensor Applications.
Softwaretechnik-Trends, November, 2023

SSP 2023, preface.
Softwaretechnik-Trends, November, 2023

Recovering Missing Dependencies in Java Models.
Softwaretechnik-Trends, November, 2023


Consistency in the View-Based Development of Cyber-Physical Systems (Convide).
Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2023

GUI-Based Software Testing: An Automated Approach Using GPT-4 and Selenium WebDriver.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, 2023

Evaluating the Effectiveness of Neuroevolution for Automated GUI-Based Software Testing.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, 2023

Automating GUI-based Software Testing with GPT-3.
Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2023, 2023

Automatic Derivation of Vulnerability Models for Software Architectures.
Proceedings of the 20th International Conference on Software Architecture, 2023

Automated Reverse Engineering of the Technology-Induced Software System Structure.
Proceedings of the Software Architecture - 17th European Conference, 2023

2022
A conceptual model for unifying variability in space and time: Rationale, validation, and illustrative applications.
Empir. Softw. Eng., 2022

Uncertainty in coupled models of cyber-physical systems.
Proceedings of the 25th International Conference on Model Driven Engineering Languages and Systems: Companion Proceedings, 2022

Replication Package of "Evaluation Methods and Replicability of Software Architecture Research Objects".
Proceedings of the IEEE 19th International Conference on Software Architecture Companion, 2022

Performance-detective: automatic deduction of cheap and accurate performance models.
Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Easing the Reuse of ML Solutions by Interactive Clustering-based Autotuning in Scientific Applications.
Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Accurate Performance Predictions with Component-Based Models of Data Streaming Applications.
Proceedings of the Software Architecture - 16th European Conference, 2022

ARCHI4MOM: Using Tracing Information to Extract the Architecture of Microservice-Based Systems from Message-Oriented Middleware.
Proceedings of the Software Architecture - 16th European Conference, 2022

A Taxonomy for Design Decisions in Software Architecture Documentation.
Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

Establishing a Benchmark Dataset for Traceability Link Recovery Between Software Architecture Documentation and Models.
Proceedings of the Software Architecture. ECSA 2022 Tracks and Workshops, 2022

2021
A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems.
IEEE Softw., 2021

Effective measures to foster girls' interest in secondary computer science education.
Educ. Inf. Technol., 2021

Towards Extraction of Message-Based Communication in Mixed-Technology Architectures for Performance Model.
Proceedings of the ICPE '21: ACM/SPEC International Conference on Performance Engineering, 2021

NaturalNets: Simplified Biological Neural Networks for Learning Complex Tasks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Enabling Consistency between Software Artefacts for Software Adaption and Evolution.
Proceedings of the 18th IEEE International Conference on Software Architecture, 2021

Trace Link Recovery for Software Architecture Documentation.
Proceedings of the Software Architecture - 15th European Conference, 2021

2020
Performance Modelling of Message-Oriented Middleware with priority queues.
Softwaretechnik-Trends, 2020

Software Qualities and their Dependencies Report on two editions of the workshop.
ACM SIGSOFT Softw. Eng. Notes, 2020

Flexibility Is Key in Organizing a Global Professional Conference Online: The ICPE 2020 Experience in the COVID-19 Era.
CoRR, 2020

A conceptual model for unifying variability in space and time.
Proceedings of the SPLC '20: 24th ACM International Systems and Software Product Line Conference, 2020

Teaching Programming at Scale.
Proceedings of the Tagungsband des 17. Workshops "Software Engineering im Unterricht der Hochschulen" 2020, Innsbruck, Österreich, 26., 2020

NoRBERT: Transfer Learning for Requirements Classification.
Proceedings of the 28th IEEE International Requirements Engineering Conference, 2020

Incremental Calibration of Architectural Performance Models with Parametric Dependencies.
Proceedings of the 2020 IEEE International Conference on Software Architecture, 2020

Data Stream Operations as First-Class Entities in Component-Based Performance Models.
Proceedings of the Software Architecture - 14th European Conference, 2020

Optimizing Parametric Dependencies for Incremental Performance Model Extraction.
Proceedings of the Software Architecture - 14th European Conference, 2020

Does BERT Understand Code? - An Exploratory Study on the Detection of Architectural Tactics in Code.
Proceedings of the Software Architecture - 14th European Conference, 2020

2019
Data Stream Operations as First-Class Entities in Palladio.
Softwaretechnik-Trends, 2019

Towards Reverse Engineering for Component-Based Systems with Domain Knowledge of the Technologies Used.
Softwaretechnik-Trends, 2019

Overload Protection of Cloud-IoT Applications by Feedback Control of Smart Devices.
Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Performance-influencing Factors for Parallel and Algorithmic Problems in Multicore Environments: Work-In-Progress Paper.
Proceedings of the Companion of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Towards a conceptual model for unifying variability in space and time.
Proceedings of the 23rd International Systems and Software Product Line Conference, 2019

Preface: REFSQ 2019 Doctoral Symposium.
Proceedings of the Joint Proceedings of REFSQ-2019 Workshops, 2019

Towards consistency analysis between formal and informal software architecture artefacts.
Proceedings of the 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, 2019

Infrastructure for modeling and analyzing the quality of software architectures.
Proceedings of the 2nd International Workshop on Establishing a Community-Wide Infrastructure for Architecture-Based Software Engineering, 2019

Towards Consistency Checking Between Software Architecture and Informal Documentation.
Proceedings of the IEEE International Conference on Software Architecture Companion, 2019

PerOpteryx: Automated Improvement of Software Architectures.
Proceedings of the IEEE International Conference on Software Architecture Companion, 2019

The Effect of Temporal Aggregation on Battery Sizing for Peak Shaving.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Assessing the Quality Impact of Features in Component-Based Software Architectures.
Proceedings of the Software Architecture - 13th European Conference, 2019

2018
Special Issue: Selected Paper From the 8th ACM/SPEC International Conference on Performance Engineering (ICPE 2017).
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2018

Rapid Testing of IaaS Resource Management Algorithms via Cloud Middleware Simulation.
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Continuous Integration of Performance Model.
Proceedings of the Companion of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Using Architecture Knowledge to Improve Automated Software Architecture Design Space Exploration.
Proceedings of the Software Engineering und Software Management 2018, 2018

Integrating semantically-related legacy models in vitruvius.
Proceedings of the 10th International Workshop on Modelling in Software Engineering, 2018

Categories of Change Triggers in Business Processes.
Proceedings of the 44th Euromicro Conference on Software Engineering and Advanced Applications, 2018

Using Informal Knowledge for Improving Software Quality Trade-Off Decisions.
Proceedings of the Software Architecture, 2018

Guidance of Architectural Changes in Technical Systems with Varying Operational Modes.
Proceedings of the Software Architecture, 2018

An equal opportunity concept for the coordinated research effort AESC.
Proceedings of the 12th European Conference on Software Architecture: Companion Proceedings, 2018

2017
Automatic evaluation of complex design decisions in component-based software architectures.
Proceedings of the 15th ACM-IEEE International Conference on Formal Methods and Models for System Design, 2017

Automotive Systems Modelling with Vitruvius.
Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Deriving Power Models for Architecture-Level Energy Efficiency Analyses.
Proceedings of the Computer Performance Engineering - 14th European Workshop, 2017

Reference Scenarios for Self-aware Computing.
Proceedings of the Self-Aware Computing Systems., 2017

Assessing Self-awareness.
Proceedings of the Self-Aware Computing Systems., 2017

2016
Assessing survivability to support power grid investment decisions.
Reliab. Eng. Syst. Saf., 2016

Palladio Optimization Suite: QoS optimization for component-based Cloud applications.
EAI Endorsed Trans. Cloud Syst., 2016

Analysis of the trade-offs in different modeling approaches for performance prediction of software systems.
Proceedings of the Software Engineering 2016, 2016

Automated workload characterization for I/O performance analysis in virtualized environments.
Proceedings of the Software Engineering 2016, 2016

Considering Transient Effects of Self-Adaptations in Model-Driven Performance Analyses.
Proceedings of the 12th International ACM SIGSOFT Conference on Quality of Software Architectures, 2016

Considering Not-Quantified Quality Attributes in an Automated Design Space Exploration.
Proceedings of the 12th International ACM SIGSOFT Conference on Quality of Software Architectures, 2016

Fault-aware Pareto Frontier Exploration for Dependable System Architectures.
Proceedings of the 3rd International Workshop on Interplay of Model-Driven and Component-Based Software Engineering co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2016), 2016

Towards Concern-Oriented Design of Component-Based Systems.
Proceedings of the 3rd International Workshop on Interplay of Model-Driven and Component-Based Software Engineering co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages & Systems (MoDELS 2016), 2016

View-based and Model-driven Outage Management for the Smart Grid.
Proceedings of the 11th International Workshop on Models@run.time co-located with 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), 2016

Modelling the Structure of Reusable Solutions for Architecture-Based Quality Evaluation.
Proceedings of the 2016 IEEE International Conference on Cloud Computing Technology and Science, 2016

2015
Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-Based Architectures.
IEEE Trans. Software Eng., 2015

Supporting requirements update during software evolution.
J. Softw. Evol. Process., 2015

Twin Peaks goes Agile.
ACM SIGSOFT Softw. Eng. Notes, 2015

Performance-oriented DevOps: A Research Agenda.
CoRR, 2015

Exploiting Software Performance Engineering Techniques to Optimise the Quality of Smart Grid Environments.
Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

Assessing Security to Compare Architecture Alternatives of Component-Based Systems.
Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

Survivability modeling to assess deployment alternatives accounting for rejuvenation.
Proceedings of the 2015 IEEE International Symposium on Software Reliability Engineering Workshops, 2015

Model-Based Energy Efficiency Analysis of Software Architectures.
Proceedings of the Software Architecture - 9th European Conference, 2015

Quality-oriented Decision Support for maintaining Architectures of fault-tolerant Space Systems.
Proceedings of the 2015 European Conference on Software Architecture Workshops, 2015

2014
Automated Improvement of Software Architecture Models for Performance and Other Quality Attributes.
KIT Scientific Publishing, 2014

Modeling run-time adaptation at the system architecture level in dynamic service-oriented environments.
Serv. Oriented Comput. Appl., 2014

Guilt-based handling of software performance antipatterns in palladio architectural models.
J. Syst. Softw., 2014

Survivability Evaluation of Gas, Water and Electricity Infrastructures.
Proceedings of the Seventh International Workshop on the Practical Application of Stochastic Modelling, 2014

Assessing survivability of smart grid distribution network designs accounting for multiple failures.
Concurr. Comput. Pract. Exp., 2014

Experience of pragmatically combining RE methods for performance requirements in industry.
Proceedings of the IEEE 22nd International Requirements Engineering Conference, 2014

A Scalable Approach to the Assessment of Storm Impact in Distributed Automation Power Grids.
Proceedings of the Quantitative Evaluation of Systems - 11th International Conference, 2014

Towards Modeling and Analysis of Power Consumption of Self-Adaptive Software Systems in Palladio.
Proceedings of the Symposium on Software Performance: Joint Descartes/Kieker/Palladio Days, 2014

2013
Software Architecture Optimization Methods: A Systematic Literature Review.
IEEE Trans. Software Eng., 2013

Experience with model-based performance, reliability, and adaptability assessment of a complex industrial architecture.
Softw. Syst. Model., 2013

Hybrid multi-attribute QoS optimization in component based software systems.
J. Syst. Softw., 2013

Holistic optimization of distribution automation network designs using survivability modeling and power flow equations.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

Survivability models for the assessment of smart grid distribution automation network designs.
Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2013

Design of distribution automation networks using survivability modeling and power flow equations.
Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013

2nd international workshop on software engineering challenges for the smart grid (SE4SG 2013).
Proceedings of the 35th International Conference on Software Engineering, 2013

How the understanding of the effects of design decisions informs requirements engineering.
Proceedings of the 2nd International Workshop on the Twin Peaks of Requirements and Architecture, 2013

An Empirical Investigation of the Component-Based Performance Prediction Method Palladio.
Proceedings of the Perspectives on the Future of Software Engineering, 2013

2012
Survivability analysis of power distribution in smart grids with active and reactive power modeling.
SIGMETRICS Perform. Evaluation Rev., 2012

An industrial case study of performance and cost design space exploration.
Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012

Research Preview: Prioritizing Quality Requirements Based on Software Architecture Evaluation Feedback.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2012

Architecture-driven quality requirements prioritization.
Proceedings of the First IEEEInternational Workshop on the Twin Peaks of Requirements and Architecture, 2012

Identifying outdated requirements based on source code changes.
Proceedings of the 2012 20th IEEE International Requirements Engineering Conference (RE), 2012

A common analysis framework for smart distribution networks applied to survivability analysis of distribution automation.
Proceedings of the First International Workshop on Software Engineering Challenges for the Smart Grid, 2012

S/T/A: Meta-Modeling Run-Time Adaptation in Component-Based System Architectures.
Proceedings of the Ninth IEEE International Conference on e-Business Engineering, 2012

2011
Automated Improvement of Software Architecture Models for Performance and Other Quality Attributes.
PhD thesis, 2011

Detection and solution of software performance antipatterns in palladio architectural models (abstracts only).
SIGMETRICS Perform. Evaluation Rev., 2011

Experience building non-functional requirement models of a complex industrial architecture (abstracts only).
SIGMETRICS Perform. Evaluation Rev., 2011

From monolithic to component-based performance evaluation of software architectures - A series of experiments analysing accuracy and effort.
Empir. Softw. Eng., 2011

Detection and solution of software performance antipatterns in palladio architectural models.
Proceedings of the ICPE'11, 2011


PerOpteryx: automated application of tactics in multi-objective software architecture optimization.
Proceedings of the 7th International Conference on the Quality of Software Architectures, 2011

An industrial case study on quality impact prediction for evolving service-oriented software.
Proceedings of the 33rd International Conference on Software Engineering, 2011

Towards a generic quality optimisation framework for component-based system models.
Proceedings of the 14th International ACM Sigsoft Symposium on Component Based Software Engineering, 2011

2010
Automatically improve software architecture models for performance, reliability, and cost using evolutionary algorithms.
Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

State dependence in performance evaluation of component-based software systems.
Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

Towards the identification of "Guilty" performance antipatterns.
Proceedings of the first joint WOSP/SIPEW International Conference on Performance Engineering, 2010

A Hybrid Approach for Multi-attribute QoS Optimisation in Component Based Software Systems.
Proceedings of the Research into Practice, 2010

Using quality of service bounds for effective multi-objective software architecture optimization.
Proceedings of the 2nd International Workshop on the Quality of Service-Oriented Software Systems, 2010

Focussing Multi-Objective Software Architecture Optimization Using Quality of Service Bounds.
Proceedings of the Models in Software Engineering, 2010

A Process to Effectively Identify "Guilty" Performance Antipatterns.
Proceedings of the Fundamental Approaches to Software Engineering, 2010

2009
Automatic, Model-Based Software Performance Improvement for Component-based Software Designs.
Proceedings of the Sixth International Workshop on Formal Engineering approches to Software Components and Architectures, 2009

Optimising multiple quality criteria of service-oriented software architectures.
Proceedings of the 1st international workshop on Quality of service-oriented software systems, 2009

Improved Feedback for Architectural Performance Prediction Using Software Cartography Visualizations.
Proceedings of the Architectures for Adaptive Software Systems, 2009

2008
An Empirical Investigation of the Applicability of a Component-Based Performance Prediction Method.
Proceedings of the Computer Performance Engineering, 2008

An Empirical Investigation of the Effort of Creating Reusable, Component-Based Models for Performance Prediction.
Proceedings of the Component-Based Software Engineering, 11th International Symposium, 2008


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