Norbert Siegmund

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 59

Top Venues

Otto von Guericke University Magdeburg (PHD)

Education History

Otto von Guericke University Magdeburg

PHD

Publications

Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, Norbert Siegmund
Is Performance a Reliable Proxy for Energy Consumption? Software Engineering (2024)
Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, Norbert Siegmund
Performance Sensitivity Across Configuration and Workload. Software Engineering (2024)
Alina Mailach, Norbert Siegmund
Socio-Technical Challenges and Recommendations for Mitigation when Building ML-Enabled Systems. Software Engineering (2024)
Sebastian Simon, Nicolai Ruckel, Norbert Siegmund
CfgNet: A Framework for Tracking Equality-Based Configuration Dependencies Across a Software Project. IEEE Trans. Software Eng. 49 (8) (2023)
Sebastian Simon, Nikolay Kolyada, Christopher Akiki, Martin Potthast, Benno Stein, Norbert Siegmund
Exploring Hyperparameter Usage and Tuning in Machine Learning Research. CAIN (2023)
Johannes Dorn, Sven Apel, Norbert Siegmund
Mastering uncertainty in performance estimations of configurable software systems. Empir. Softw. Eng. 28 (2) (2023)
Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, Norbert Siegmund
Analysing the Impact of Workloads on Modeling the Performance of Configurable Software Systems. ICSE (2023)
Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, Norbert Siegmund
Twins or False Friends? A Study on Energy Consumption and Performance of Configurable Software. ICSE (2023)
Alina Mailach, Norbert Siegmund
Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront. ICSE (2023)
Christian Kaltenecker, Stefan Mühlbauer, Alexander Grebhahn, Norbert Siegmund, Sven Apel
Performance evolution of configurable software systems: an empirical study. Empir. Softw. Eng. 28 (6) (2023)
Florian Sattler, Sebastian Böhm, Philipp Dominik Schubert, Norbert Siegmund, Sven Apel
SEAL: Integrating Program Analysis and Repository Mining. ACM Trans. Softw. Eng. Methodol. 32 (5) (2023)
Kewen Peng, Christian Kaltenecker, Norbert Siegmund, Sven Apel, Tim Menzies
VEER: enhancing the interpretability of model-based optimizations. Empir. Softw. Eng. 28 (3) (2023)
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support. CoRR (2022)
Stefan Mühlbauer, Sven Apel, Norbert Siegmund
Identifying Software Performance Changes Across Variants and Versions. Software Engineering (2022)
Norbert Siegmund, Johannes Dorn, Max Weber, Christian Kaltenecker, Sven Apel
Green Configuration: Can Artificial Intelligence Help Reduce Energy Consumption of Configurable Software Systems? Computer 55 (3) (2022)
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support. ICSE (2022)
Max Weber, Sven Apel, Norbert Siegmund
White-Box Performance-Influence Models: A Profiling and Learning Approach (Replication Package). ICSE (Companion Volume) (2021)
Janet Siegmund, Norman Peitek, Sven Apel, Norbert Siegmund
Mastering Variation in Human Studies: The Role of Aggregation. ACM Trans. Softw. Eng. Methodol. 30 (1) (2021)
Max Weber, Sven Apel, Norbert Siegmund
White-Box Performance-Influence Models: A Profiling and Learning Approach. CoRR (2021)
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems. CoRR (2021)
Alexander Grebhahn, Christian Kaltenecker, Christian Engwer, Norbert Siegmund, Sven Apel
Lightweight, semi-automatic variability extraction: a case study on scientific computing. Empir. Softw. Eng. 26 (2) (2021)
Max Weber, Sven Apel, Norbert Siegmund
White-Box Performance-Influence Models: A Profiling and Learning Approach. ICSE (2021)
Stefan Mühlbauer, Sven Apel, Norbert Siegmund
Accurate Modeling of Performance Histories for Evolving Software Systems. Software Engineering (2021)
Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, Christian Kästner
White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems. ICSE (2021)
Kewen Peng, Christian Kaltenecker, Norbert Siegmund, Sven Apel, Tim Menzies
VEER: Disagreement-Free Multi-objective Configuration. CoRR (2021)
Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, Sven Apel
The Interplay of Sampling and Machine Learning for Software Performance Prediction. IEEE Softw. 37 (4) (2020)
Johannes Dorn, Sven Apel, Norbert Siegmund
Generating attributed variability models for transfer learning. VaMoS (2020)
Norbert Siegmund, Nicolai Ruckel, Janet Siegmund
Dimensions of software configuration: on the configuration context in modern software development. ESEC/SIGSOFT FSE (2020)
Stefan Mühlbauer, Sven Apel, Norbert Siegmund
Identifying Software Performance Changes Across Variants and Versions. ASE (2020)
Johannes Dorn, Sven Apel, Norbert Siegmund
Mastering Uncertainty in Performance Estimations of Configurable Software Systems. ASE (2020)
Miguel Velez, Pooyan Jamshidi, Florian Sattler, Norbert Siegmund, Sven Apel, Christian Kästner
ConfigCrusher: towards white-box performance analysis for configurable systems. Autom. Softw. Eng. 27 (3) (2020)
Vivek Nair, Zhe Yu, Tim Menzies, Norbert Siegmund, Sven Apel
Finding Faster Configurations Using FLASH. IEEE Trans. Software Eng. 46 (7) (2020)
Sergiy S. Kolesnikov, Norbert Siegmund, Christian Kästner, Sven Apel
On the relation of control-flow and performance feature interactions: a case study. Empir. Softw. Eng. 24 (4) (2019)
Miguel Velez, Pooyan Jamshidi, Florian Sattler, Norbert Siegmund, Sven Apel, Christian Kästner
ConfigCrusher: White-Box Performance Analysis for Configurable Systems. CoRR (2019)
Christian Kaltenecker, Alexander Grebhahn, Norbert Siegmund, Jianmei Guo, Sven Apel
Distance-based sampling of software configuration spaces. ICSE (2019)
Stefan Mühlbauer, Sven Apel, Norbert Siegmund
Accurate Modeling of Performance Histories for Evolving Software Systems. ASE (2019)
Alexander Grebhahn, Norbert Siegmund, Sven Apel
Predicting Performance of Software Configurations: There is no Silver Bullet. CoRR (2019)
Stefan Ganser, Armin Größlinger, Norbert Siegmund, Sven Apel, Christian Lengauer
Speeding up Iterative Polyhedral Schedule Optimization with Surrogate Performance Models. ACM Trans. Archit. Code Optim. 15 (4) (2019)
Sergiy S. Kolesnikov, Norbert Siegmund, Christian Kästner, Alexander Grebhahn, Sven Apel
Tradeoffs in modeling performance of highly configurable software systems. Softw. Syst. Model. 18 (3) (2019)
Norbert Siegmund
Challenges and Insights from Optimizing Configurable Software Systems. VaMoS (2019)
Vivek Nair, Tim Menzies, Norbert Siegmund, Sven Apel
Faster discovery of faster system configurations with spectral learning. Autom. Softw. Eng. 25 (2) (2018)
Vivek Nair, Zhe Yu, Tim Menzies, Norbert Siegmund, Sven Apel
Finding Faster Configurations using FLASH. CoRR (2018)
Jianmei Guo, Dingyu Yang, Norbert Siegmund, Sven Apel, Atrisha Sarkar, Pavel Valov, Krzysztof Czarnecki, Andrzej Wasowski, Huiqun Yu
Data-efficient performance learning for configurable systems. Empir. Softw. Eng. 23 (3) (2018)
Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund
Learning to sample: exploiting similarities across environments to learn performance models for configurable systems. ESEC/SIGSOFT FSE (2018)
Vivek Nair, Tim Menzies, Norbert Siegmund, Sven Apel
Using Bad Learners to find Good Configurations. CoRR (2017)
Sergiy S. Kolesnikov, Norbert Siegmund, Christian Kästner, Sven Apel
On the Relation of External and Internal Feature Interactions: A Case Study. CoRR (2017)
Stefan Ganser, Armin Größlinger, Norbert Siegmund, Sven Apel, Christian Lengauer
Iterative Schedule Optimization for Parallelization in the Polyhedron Model. ACM Trans. Archit. Code Optim. 14 (3) (2017)
Jeho Oh, Don S. Batory, Margaret Myers, Norbert Siegmund
Finding near-optimal configurations in product lines by random sampling. ESEC/SIGSOFT FSE (2017)
Alexander Grebhahn, Carmen Rodrigo, Norbert Siegmund, Francisco José Gaspar, Sven Apel
Performance-influence models of multigrid methods: A case study on triangular grids. Concurr. Comput. Pract. Exp. 29 (17) (2017)
Vivek Nair, Tim Menzies, Norbert Siegmund, Sven Apel
Using bad learners to find good configurations. ESEC/SIGSOFT FSE (2017)
Norbert Siegmund, Stefan Sobernig, Sven Apel
Attributed variability models: outside the comfort zone. ESEC/SIGSOFT FSE (2017)
Vivek Nair, Tim Menzies, Norbert Siegmund, Sven Apel
Faster Discovery of Faster System Configurations with Spectral Learning. CoRR (2017)
Pooyan Jamshidi, Norbert Siegmund, Miguel Velez, Christian Kästner, Akshay Patel, Yuvraj Agarwal
Transfer Learning for Performance Modeling of Configurable Systems: An Exploratory Analysis. CoRR (2017)
Pooyan Jamshidi, Norbert Siegmund, Miguel Velez, Christian Kästner, Akshay Patel, Yuvraj Agarwal
Transfer learning for performance modeling of configurable systems: an exploratory analysis. ASE (2017)
Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund, Prasad Kawthekar
Transfer Learning for Improving Model Predictions in Highly Configurable Software. SEAMS@ICSE (2017)
Pooyan Jamshidi, Miguel Velez, Christian Kästner, Norbert Siegmund, Prasad Kawthekar
Transfer Learning for Improving Model Predictions in Highly Configurable Software. CoRR (2017)
Janet Siegmund, Norbert Siegmund, Sven Apel
How reviewers think about internal and external validity in empirical software engineering. Software Engineering (2016)
Norbert Siegmund, Alexander Grebhahn, Sven Apel, Christian Kästner
Performance-Influence Models. Software Engineering (2016)
Stefan Sobernig, Sven Apel, Sergiy S. Kolesnikov, Norbert Siegmund
Quantifying structural attributes of system decompositions in 28 feature-oriented software product lines - An exploratory study. Empir. Softw. Eng. 21 (4) (2016)
Atrisha Sarkar, Jianmei Guo, Norbert Siegmund, Sven Apel, Krzysztof Czarnecki
Cost-Efficient Sampling for Performance Prediction of Configurable Systems (T). ASE (2015)
Andreas Wölfl, Norbert Siegmund, Sven Apel, Harald Kosch, Johann Krautlager, Guillermo Weber-Urbina
Generating Qualifiable Avionics Software: An Experience Report (E). ASE (2015)
Selma Bouarar, Stéphane Jean, Norbert Siegmund
SPL Driven Approach for Variability in Database Design. MEDI (2015)
Janet Siegmund, Norbert Siegmund, Sven Apel
Views on Internal and External Validity in Empirical Software Engineering. ICSE (1) (2015)
Norbert Siegmund, Alexander Grebhahn, Sven Apel, Christian Kästner
Performance-influence models for highly configurable systems. ESEC/SIGSOFT FSE (2015)
Alexander von Rhein, Alexander Grebhahn, Sven Apel, Norbert Siegmund, Dirk Beyer, Thorsten Berger
Presence-Condition Simplification in Highly Configurable Systems. ICSE (1) (2015)
Sebastian Breß, Max Heimel, Norbert Siegmund, Ladjel Bellatreche, Gunter Saake
GPU-Accelerated Database Systems: Survey and Open Challenges. Trans. Large Scale Data Knowl. Centered Syst. 15 (2014)
Alexander Grebhahn, Sebastian Kuckuk, Christian Schmitt, Harald Köstler, Norbert Siegmund, Sven Apel, Frank Hannig, Jürgen Teich
Experiments on Optimizing the Performance of Stencil Codes with SPL Conqueror. Parallel Process. Lett. 24 (3) (2014)
Norbert Siegmund, Sergiy S. Kolesnikov, Christian Kästner, Sven Apel, Don S. Batory, Marko Rosenmüller, Gunter Saake
Performance Prediction in the Presence of Feature Interactions. Software Engineering (2014)
Reimar Schröter, Norbert Siegmund, Thomas Thüm, Gunter Saake
Feature-context interfaces: tailored programming interfaces for software product lines. SPLC (2014)
Sebastian Breß, Norbert Siegmund, Max Heimel, Michael Saecker, Tobias Lauer, Ladjel Bellatreche, Gunter Saake
Load-aware inter-co-processor parallelism in database query processing. Data Knowl. Eng. 93 (2014)
Reimar Schröter, Norbert Siegmund, Thomas Thüm
Towards modular analysis of multi product lines. SPLC Workshops (2013)
Norbert Siegmund, Alexander von Rhein, Sven Apel
Family-based performance measurement. GPCE (2013)
Reimar Schröter, Thomas Thüm, Norbert Siegmund, Gunter Saake
Automated analysis of dependent feature models. VaMoS (2013)
Jianmei Guo, Krzysztof Czarnecki, Sven Apel, Norbert Siegmund, Andrzej Wasowski
Variability-aware performance prediction: A statistical learning approach. ASE (2013)
Norbert Siegmund, Marko Rosenmüller, Christian Kästner, Paolo G. Giarrusso, Sven Apel, Sergiy S. Kolesnikov
Scalable prediction of non-functional properties in software product lines: Footprint and memory consumption. Inf. Softw. Technol. 55 (3) (2013)
Sergiy S. Kolesnikov, Sven Apel, Norbert Siegmund, Stefan Sobernig, Christian Kästner, Semah Senkaya
Predicting quality attributes of software product lines using software and network measures and sampling. VaMoS (2013)
Sebastian Breß, Max Heimel, Norbert Siegmund, Ladjel Bellatreche, Gunter Saake
Exploring the Design Space of a GPU-Aware Database Architecture. ADBIS (2) (2013)
Sebastian Breß, Norbert Siegmund, Ladjel Bellatreche, Gunter Saake
An Operator-Stream-Based Scheduling Engine for Effective GPU Coprocessing. ADBIS (2013)
Sven Apel, Sergiy S. Kolesnikov, Norbert Siegmund, Christian Kästner, Brady Garvin
Exploring feature interactions in the wild: the new feature-interaction challenge. FOSD (2013)
Norbert Siegmund, Maik Mory, Janet Feigenspan, Gunter Saake, Mykhaylo Nykolaychuk, Marco Schumann
Interoperability of non-functional requirements in complex systems. SEES@ICSE (2012)
Maik Mory, Norbert Siegmund, Alexander Blankenburg, Gunter Saake
Towards Interoperability of Distributed Interactive Simulations through Node-based OpenGL Stream Processing. INVIT (2012)
Norbert Siegmund, Sergiy S. Kolesnikov, Christian Kästner, Sven Apel, Don S. Batory, Marko Rosenmüller, Gunter Saake
Predicting performance via automated feature-interaction detection. ICSE (2012)
Michael Soffner, Norbert Siegmund, Marko Rosenmüller, Janet Siegmund, Thomas Leich, Gunter Saake
A Variability Model for Query Optimizers. DB&IS (2012)
Janet Feigenspan, Norbert Siegmund
Supporting comprehension experiments with human subjects. ICPC (2012)
Norbert Siegmund, Marko Rosenmüller, Martin Kuhlemann, Christian Kästner, Sven Apel, Gunter Saake
SPL Conqueror: Toward optimization of non-functional properties in software product lines. Softw. Qual. J. 20 (3-4) (2012)
Janet Siegmund, Norbert Siegmund, Jana Fruth, Sven Kuhlmann, Jana Dittmann, Gunter Saake
Program Comprehension in Preprocessor-Based Software. SAFECOMP Workshops (2012)
Marko Rosenmüller, Norbert Siegmund, Thomas Thüm, Gunter Saake
Multi-dimensional variability modeling. VaMoS (2011)
Norbert Siegmund, Marko Rosenmüller, Christian Kästner, Paolo G. Giarrusso, Sven Apel, Sergiy S. Kolesnikov
Scalable Prediction of Non-functional Properties in Software Product Lines. SPLC (2011)
Marko Rosenmüller, Norbert Siegmund, Sven Apel, Gunter Saake
Flexible feature binding in software product lines. Autom. Softw. Eng. 18 (2) (2011)
Thomas Thüm, Christian Kästner, Sebastian Erdweg, Norbert Siegmund
Abstract Features in Feature Modeling. SPLC (2011)
Marko Rosenmüller, Norbert Siegmund, Mario Pukall, Sven Apel
Tailoring dynamic software product lines. GPCE (2011)
Janet Feigenspan, Norbert Siegmund, Jana Fruth
On the Role of Program Comprehension in Embedded Systems. Softwaretechnik-Trends 31 (2) (2011)
Martin Schäler, Thomas Leich, Norbert Siegmund, Christian Kästner, Gunter Saake
Generierung maßgeschneiderter Relationenschemata in Softwareproduktlinien mittels Superimposition. BTW (2011)
Marko Rosenmüller, Norbert Siegmund
Automating the Configuration of Multi Software Product Lines. VaMoS (2010)
Norbert Siegmund, Janet Feigenspan, Michael Soffner, Jana Fruth, Veit Köppen
Challenges of secure and reliable data management in heterogeneous environments. IWDE (2010)
Alsayed Algergawy, Richi Nayak, Norbert Siegmund, Veit Köppen, Gunter Saake
Combining Schema and Level-Based Matching for Web Service Discovery. ICWE (2010)
Norbert Siegmund, Martin Kuhlemann, Mario Pukall, Sven Apel
Optimizing Non-functional Properties of Software Product Lines by means of Refactorings. VaMoS (2010)
Marko Rosenmüller, Norbert Siegmund, Martin Kuhlemann
Improving reuse of component families by generating component hierarchies. FOSD (2010)
Norbert Siegmund, Marko Rosenmüller, Sven Apel
Automating energy optimization with features. FOSD (2010)
Martin Kuhlemann, Norbert Siegmund, Sven Apel
Using Collaborations to Encapsulate Features? An Explorative Study. VaMoS (2010)

Norbert Siegmund.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Norbert Siegmund