Norbert Siegmund

Orcid: 0000-0001-7741-7777

Affiliations:
  • Leipzig University, Germany
  • Bauhaus-Universität Weimar, Germany


According to our database1, Norbert Siegmund authored at least 102 papers between 2008 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Is Performance a Reliable Proxy for Energy Consumption?
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

Performance Sensitivity Across Configuration and Workload.
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

Socio-Technical Challenges and Recommendations for Mitigation when Building ML-Enabled Systems.
Proceedings of the Software Engineering 2024, Fachtagung des GI-Fachbereichs Softwaretechnik, Linz, Austria, February 26, 2024

2023
Performance evolution of configurable software systems: an empirical study.
Empir. Softw. Eng., November, 2023

SEAL: Integrating Program Analysis and Repository Mining.
ACM Trans. Softw. Eng. Methodol., September, 2023

CfgNet: A Framework for Tracking Equality-Based Configuration Dependencies Across a Software Project.
IEEE Trans. Software Eng., August, 2023

VEER: enhancing the interpretability of model-based optimizations.
Empir. Softw. Eng., June, 2023

Mastering uncertainty in performance estimations of configurable software systems.
Empir. Softw. Eng., March, 2023

Twins or False Friends? A Study on Energy Consumption and Performance of Configurable Software.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Analysing the Impact of Workloads on Modeling the Performance of Configurable Software Systems.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Exploring Hyperparameter Usage and Tuning in Machine Learning Research.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022
Green Configuration: Can Artificial Intelligence Help Reduce Energy Consumption of Configurable Software Systems?
Computer, 2022

Identifying Software Performance Changes Across Variants and Versions.
Proceedings of the Software Engineering 2022, 2022

On Debugging the Performance of Configurable Software Systems: Developer Needs and Tailored Tool Support.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021
Mastering Variation in Human Studies: The Role of Aggregation.
ACM Trans. Softw. Eng. Methodol., 2021

Lightweight, semi-automatic variability extraction: a case study on scientific computing.
Empir. Softw. Eng., 2021

VEER: Disagreement-Free Multi-objective Configuration.
CoRR, 2021

Accurate Modeling of Performance Histories for Evolving Software Systems.
Proceedings of the Software Engineering 2021, 2021

White-Box Performance-Influence Models: A Profiling and Learning Approach (Replication Package).
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2021

White-Box Performance-Influence Models: A Profiling and Learning Approach.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

White-Box Analysis over Machine Learning: Modeling Performance of Configurable Systems.
Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020
Finding Faster Configurations Using FLASH.
IEEE Trans. Software Eng., 2020

The Interplay of Sampling and Machine Learning for Software Performance Prediction.
IEEE Softw., 2020

ConfigCrusher: towards white-box performance analysis for configurable systems.
Autom. Softw. Eng., 2020

Generating attributed variability models for transfer learning.
Proceedings of the VaMoS '20: 14th International Working Conference on Variability Modelling of Software-Intensive Systems, 2020

Dimensions of software configuration: on the configuration context in modern software development.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

2019
Speeding up Iterative Polyhedral Schedule Optimization with Surrogate Performance Models.
ACM Trans. Archit. Code Optim., 2019

Tradeoffs in modeling performance of highly configurable software systems.
Softw. Syst. Model., 2019

On the relation of control-flow and performance feature interactions: a case study.
Empir. Softw. Eng., 2019

Predicting Performance of Software Configurations: There is no Silver Bullet.
CoRR, 2019

ConfigCrusher: White-Box Performance Analysis for Configurable Systems.
CoRR, 2019

Challenges and Insights from Optimizing Configurable Software Systems.
Proceedings of the 13th International Workshop on Variability Modelling of Software-Intensive Systems, 2019

Distance-based sampling of software configuration spaces.
Proceedings of the 41st International Conference on Software Engineering, 2019

2018
Data-efficient performance learning for configurable systems.
Empir. Softw. Eng., 2018

Faster discovery of faster system configurations with spectral learning.
Autom. Softw. Eng., 2018

Learning to sample: exploiting similarities across environments to learn performance models for configurable systems.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

2017
Iterative Schedule Optimization for Parallelization in the Polyhedron Model.
ACM Trans. Archit. Code Optim., 2017

On the Relation of External and Internal Feature Interactions: A Case Study.
CoRR, 2017

Performance-influence models of multigrid methods: A case study on triangular grids.
Concurr. Comput. Pract. Exp., 2017

Attributed variability models: outside the comfort zone.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Finding near-optimal configurations in product lines by random sampling.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Using bad learners to find good configurations.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Transfer learning for performance modeling of configurable systems: an exploratory analysis.
Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

Transfer Learning for Improving Model Predictions in Highly Configurable Software.
Proceedings of the 12th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2017

2016
Performance Prediction of Multigrid-Solver Configurations.
Proceedings of the Software for Exascale Computing - SPPEXA 2013-2015, 2016

Quantifying structural attributes of system decompositions in 28 feature-oriented software product lines - An exploratory study.
Empir. Softw. Eng., 2016

How reviewers think about internal and external validity in empirical software engineering.
Proceedings of the Software Engineering 2016, 2016

Performance-Influence Models.
Proceedings of the Software Engineering 2016, 2016

2015
Performance-influence models for highly configurable systems.
Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

SPL Driven Approach for Variability in Database Design.
Proceedings of the Model and Data Engineering - 5th International Conference, 2015

Generating Qualifiable Avionics Software: An Experience Report (E).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Cost-Efficient Sampling for Performance Prediction of Configurable Systems (T).
Proceedings of the 30th IEEE/ACM International Conference on Automated Software Engineering, 2015

Views on Internal and External Validity in Empirical Software Engineering.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Presence-Condition Simplification in Highly Configurable Systems.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014
GPU-Accelerated Database Systems: Survey and Open Challenges.
Trans. Large Scale Data Knowl. Centered Syst., 2014

Experiments on Optimizing the Performance of Stencil Codes with SPL Conqueror.
Parallel Process. Lett., 2014

Load-aware inter-co-processor parallelism in database query processing.
Data Knowl. Eng., 2014

Feature-context interfaces: tailored programming interfaces for software product lines.
Proceedings of the 18th International Software Product Line Conference, 2014

Performance Prediction in the Presence of Feature Interactions.
Proceedings of the Software Engineering 2014, Fachtagung des GI-Fachbereichs Softwaretechnik, 25. Februar, 2014

2013
Scalable prediction of non-functional properties in software product lines: Footprint and memory consumption.
Inf. Softw. Technol., 2013

Automated analysis of dependent feature models.
Proceedings of the Seventh International Workshop on Variability Modelling of Software-intensive Systems, 2013

Predicting quality attributes of software product lines using software and network measures and sampling.
Proceedings of the Seventh International Workshop on Variability Modelling of Software-intensive Systems, 2013

Towards modular analysis of multi product lines.
Proceedings of the 17th International Software Product Line Conference co-located workshops, 2013

Variability-aware performance prediction: A statistical learning approach.
Proceedings of the 2013 28th IEEE/ACM International Conference on Automated Software Engineering, 2013

Family-based performance measurement.
Proceedings of the Generative Programming: Concepts and Experiences, 2013

Exploring feature interactions in the wild: the new feature-interaction challenge.
Proceedings of the 5th International Workshop on Feature-Oriented Software Development, 2013

An Operator-Stream-Based Scheduling Engine for Effective GPU Coprocessing.
Proceedings of the Advances in Databases and Information Systems, 2013

Exploring the Design Space of a GPU-Aware Database Architecture.
Proceedings of the New Trends in Databases and Information Systems, 2013

2012
Measuring and predicting non-functional properties of customizable programs.
PhD thesis, 2012

SPL Conqueror: Toward optimization of non-functional properties in software product lines.
Softw. Qual. J., 2012

Program Comprehension in Preprocessor-Based Software.
Proceedings of the Computer Safety, Reliability, and Security, 2012

Supporting comprehension experiments with human subjects.
Proceedings of the IEEE 20th International Conference on Program Comprehension, 2012

Towards Interoperability of Distributed Interactive Simulations through Node-based OpenGL Stream Processing.
Proceedings of the Fifth Interop-Vlab.It Workshop on Complexity of Systems, 2012

Interoperability of non-functional requirements in complex systems.
Proceedings of the Second International Workshop on Software Engineering for Embedded Systems, 2012

Predicting performance via automated feature-interaction detection.
Proceedings of the 34th International Conference on Software Engineering, 2012

A Variability Model for Query Optimizers.
Proceedings of the Databases and Information Systems VII, 2012

2011
On the Role of Program Comprehension in Embedded Systems.
Softwaretechnik-Trends, 2011

Flexible feature binding in software product lines.
Autom. Softw. Eng., 2011

Multi-dimensional variability modeling.
Proceedings of the Fifth International Workshop on Variability Modelling of Software-Intensive Systems, 2011

Abstract Features in Feature Modeling.
Proceedings of the Software Product Lines - 15th International Conference, 2011

Scalable Prediction of Non-functional Properties in Software Product Lines.
Proceedings of the Software Product Lines - 15th International Conference, 2011

Tailoring dynamic software product lines.
Proceedings of the Generative Programming And Component Engineering, 2011

Generierung maßgeschneiderter Relationenschemata in Softwareproduktlinien mittels Superimposition.
Proceedings of the Datenbanksysteme für Business, 2011

2010
Optimizing Non-functional Properties of Software Product Lines by means of Refactorings.
Proceedings of the Fourth International Workshop on Variability Modelling of Software-Intensive Systems, 2010

Automating the Configuration of Multi Software Product Lines.
Proceedings of the Fourth International Workshop on Variability Modelling of Software-Intensive Systems, 2010

Using Collaborations to Encapsulate Features? An Explorative Study.
Proceedings of the Fourth International Workshop on Variability Modelling of Software-Intensive Systems, 2010

Challenges of secure and reliable data management in heterogeneous environments.
Proceedings of the First International Workshop on Digital Engineering, 2010

Combining Schema and Level-Based Matching for Web Service Discovery.
Proceedings of the Web Engineering, 10th International Conference, 2010

Automating energy optimization with features.
Proceedings of the Second International Workshop on Feature-Oriented Software Development, 2010

Improving reuse of component families by generating component hierarchies.
Proceedings of the Second International Workshop on Feature-Oriented Software Development, 2010

2009
Downsizing Data Management for Embedded Systems.
Egypt. Comput. Sci. J., 2009

Towards Real-Time Data Integration and Analysis for Embedded Devices.
Proceedings of the 21. GI-Workshop on Foundations of Databases (Grundlagen von Datenbanken), 2009

Using software product lines for runtime interoperability.
Proceedings of the Workshop on AOP and Meta-Data for Software Evolution, 2009

Specialized Embedded DBMS: Cell Based Approach.
Proceedings of the Database and Expert Systems Applications, 2009

Bridging the Gap between Variability in Client Application and Database Schema.
Proceedings of the Datenbanksysteme in Business, 2009

SQL á la Carte - Toward Tailor-made Data Management.
Proceedings of the Datenbanksysteme in Business, 2009

2008
Integrated Product Line Model for Semi-Automated Product Derivation Using Non-Functional Properties.
Proceedings of the Second International Workshop on Variability Modelling of Software-Intensive Systems, 2008

Code generation to support static and dynamic composition of software product lines.
Proceedings of the Generative Programming and Component Engineering, 2008

Generating Highly Customizable SQL Parsers.
Proceedings of the EDBT'08 Workshop on Software Engineering for Tailor-made Data Management , 2008

FAME-DBMS: Tailor-made Data Management Solutions for Embedded Systems.
Proceedings of the EDBT'08 Workshop on Software Engineering for Tailor-made Data Management , 2008

Measuring Non-Functional Properties in Software Product Line for Product Derivation.
Proceedings of the 15th Asia-Pacific Software Engineering Conference (APSEC 2008), 2008


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