Predicting performance via automated feature-interaction detection N Siegmund, SS Kolesnikov, C Kästner, S Apel, D Batory, M Rosenmüller, ... 2012 34th International Conference on Software Engineering (ICSE), 167-177, 2012 | 310 | 2012 |
Performance-influence models for highly configurable systems N Siegmund, A Grebhahn, S Apel, C Kästner Proceedings of the International Symposium on Foundations of Software …, 2015 | 309 | 2015 |
Views on internal and external validity in empirical software engineering J Siegmund, N Siegmund, S Apel 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering 1, 9-19, 2015 | 248 | 2015 |
SPL Conqueror: Toward optimization of non-functional properties in software product lines N Siegmund, M Rosenmüller, M Kuhlemann, C Kästner, S Apel, G Saake Software Quality Journal 20, 487-517, 2012 | 228 | 2012 |
Variability-aware performance prediction: A statistical learning approach J Guo, K Czarnecki, S Apel, N Siegmund, A Wąsowski 2013 28th IEEE/ACM International Conference on Automated Software …, 2013 | 220 | 2013 |
Abstract features in feature modeling T Thum, C Kastner, S Erdweg, N Siegmund 2011 15th International Software Product Line Conference, 191-200, 2011 | 215 | 2011 |
Cost-efficient sampling for performance prediction of configurable systems (t) A Sarkar, J Guo, N Siegmund, S Apel, K Czarnecki 2015 30th IEEE/ACM International Conference on Automated Software …, 2015 | 183 | 2015 |
Finding near-optimal configurations in product lines by random sampling J Oh, D Batory, M Myers, N Siegmund Proceedings of the 2017 11th Joint Meeting on Foundations of Software …, 2017 | 156 | 2017 |
Finding Faster Configurations Using FLASH V Nair, Z Yu, T Menzies, N Siegmund, S Apel IEEE Transactions on Software Engineering 46 (7), 794-811, 2018 | 144 | 2018 |
Using bad learners to find good configurations V Nair, T Menzies, N Siegmund, S Apel Proceedings of the 2017 11th joint meeting on foundations of software …, 2017 | 137 | 2017 |
Gpu-accelerated database systems: Survey and open challenges S Breß, M Heimel, N Siegmund, L Bellatreche, G Saake Transactions on Large-Scale Data-and Knowledge-Centered Systems XV: Selected …, 2014 | 135 | 2014 |
Transfer learning for performance modeling of configurable systems: An exploratory analysis P Jamshidi, N Siegmund, M Velez, C Kästner, A Patel, Y Agarwal 2017 32nd IEEE/ACM International Conference on Automated Software …, 2017 | 131 | 2017 |
Scalable prediction of non-functional properties in software product lines: Footprint and memory consumption N Siegmund, M Rosenmüller, C Kästner, PG Giarrusso, S Apel, ... Information and Software Technology 55 (3), 491-507, 2013 | 126 | 2013 |
Transfer learning for improving model predictions in highly configurable software P Jamshidi, M Velez, C Kästner, N Siegmund, P Kawthekar 2017 IEEE/ACM 12th International Symposium on Software Engineering for …, 2017 | 125 | 2017 |
Data-efficient performance learning for configurable systems J Guo, D Yang, N Siegmund, S Apel, A Sarkar, P Valov, K Czarnecki, ... Empirical Software Engineering 23, 1826-1867, 2018 | 123 | 2018 |
Exploring feature interactions in the wild: the new feature-interaction challenge S Apel, S Kolesnikov, N Siegmund, C Kästner, B Garvin Proceedings of the 5th international workshop on feature-oriented software …, 2013 | 117 | 2013 |
Multi-dimensional variability modeling M Rosenmüller, N Siegmund, T Thüm, G Saake Proceedings of the 5th International Workshop on Variability Modeling of …, 2011 | 115 | 2011 |
Automating the Configuration of Multi Software Product Lines. M Rosenmüller, N Siegmund VaMoS 10, 123-130, 2010 | 111 | 2010 |
Distance-based sampling of software configuration spaces C Kaltenecker, A Grebhahn, N Siegmund, J Guo, S Apel 2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE …, 2019 | 106 | 2019 |
FAME-DBMS: tailor-made data management solutions for embedded systems M Rosenmüller, N Siegmund, H Schirmeier, J Sincero, S Apel, T Leich, ... Proceedings of the 2008 EDBT workshop on Software engineering for tailor …, 2008 | 92 | 2008 |