Publications

Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, and Norbert Siegmund. Is Performance a Reliable Proxy for Energy Consumption?. Software Engineering 2024 (SE 2024), 99--100, 2024. [PUMA: topic_software yaff]

Alina Mailach, Dominik Gorgosch, Norbert Siegmund, and Janet Siegmund. ``Ok Pal, we have to code that now'': interaction patterns of programming beginners with a conversational chatbot. Empirical Software Engineering, (30)1:34, Nov 30, 2024. [PUMA: topic_software] URL

Alina Mailach, and Norbert Siegmund. Socio-Technical Challenges and Recommendations for Mitigation when Building ML-Enabled Systems. Software Engineering 2024 (SE 2024), 87--88, Gesellschaft für Informatik e.V., Bonn, 2024. [PUMA: topic_software]

Sebastian Simon, Alina Mailach, Johannes Dorn, and Norbert Siegmund. A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation. 2024. [PUMA: topic_software] URL

Alina Mailach, Sebastian Simon, Johannes Dorn, and Norbert Siegmund. Practitioners' Discussions on Building LLM-based Applications for Production. 2024. [PUMA: topic_software] URL

Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, and Norbert Siegmund. Performance Sensitivity Across Configuration and Workload. Software Engineering 2024 (SE 2024), 113--114, 2024. [PUMA: topic_software]

Max Weber, Christian Kaltenecker, Florian Sattler, Sven Apel, and Norbert Siegmund. Is Performance a Reliable Proxy for Energy Consumption?. Software Engineering 2024 (SE 2024), 99--100, 2024. [PUMA: topic_software]

Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, and Norbert Siegmund. Performance Sensitivity Across Configuration and Workload. Gesellschaft für Informatik e.V., 2024. [PUMA: topic_software yaff] URL

Sebastian Simon, Alina Mailach, Johannes Dorn, and Norbert Siegmund. A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation. 2024. [PUMA: topic_software yaff] URL

Alina Mailach, Sebastian Simon, Johannes Dorn, and Norbert Siegmund. Practitioners' Discussions on Building LLM-based Applications for Production. 2024. [PUMA: topic_software xack yaff] URL

Alina Mailach, Dominik Gorgosch, Norbert Siegmund, and Janet Siegmund. ``Ok Pal, we have to code that now'': interaction patterns of programming beginners with a conversational chatbot. Empirical Software Engineering, (30)1:34, Nov 30, 2024. [PUMA: topic_software xack yaff] URL

Alina Mailach, and Norbert Siegmund. Socio-Technical Challenges and Recommendations for Mitigation when Building ML-Enabled Systems. Software Engineering 2024 (SE 2024), 87--88, Gesellschaft für Informatik e.V., Bonn, 2024. [PUMA: topic_software yaff]

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, and Antonio Carlos Schneider Beck. Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: Adaptive CNN Computing Edge FIS_scads FPGA Inference topic_software xack yaff] URL

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, and Antonio Carlos Schneider Beck. Design Space Exploration for CNN Offloading to FPGAs at the Edge. In Fernanda Kastensmidt, Ricardo Reis, Aida Todri-Sanial, Hai Li, and Carolina Metzler (Eds.), 2023 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2023 - Proceedings, IEEE Computer Society, United States of America, 2023. [PUMA: CNN Computing Edge FIS_scads FPGA IoT Offloading topic_software xack yaff] URL

Nesrine Khouzami, Friedrich Michel, Pietro Incardona, Jeronimo Castrillon, and Ivo F. Sbalzarini. Model-based autotuning of discretization methods in numerical simulations of partial differential equations. Journal of Computational Science, (57):101489, Elsevier BV, January 2022. [PUMA: topic_software topic_lifescience imported] URL

Lester Kalms, Tim Häring, and Diana Goehringer. DECISION: Distributing OpenVX Applications on CPUs, GPUs and FPGAs using OpenCL. 84--91, May 2022. [PUMA: topic_software topic_federatedlearn imported]

Pirah Noor Soomro, Mustafa Abduljabbar, Jeronimo Castrillon, and Miquel Pericàs. Shisha: Online scheduling of CNN pipelines on heterogeneous architectures. arXiv, 2022. [PUMA: topic_software]

Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, and Norbert Siegmund. Analyzing the Impact of Workloads on Modeling the Performance of Configurable Software Systems. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2023. [PUMA: topic_software]

Norbert Siegmund, Johannes Dorn, Max Weber, Christian Kaltenecker, and Sven Apel. Green configuration: Can artificial intelligence help reduce energy consumption of configurable software systems?. Computer (Long Beach Calif.), (55)3:74--81, Institute of Electrical and Electronics Engineers (IEEE), March 2022. [PUMA: topic_software]

Miguel Velez, Pooyan Jamshidi, Norbert Siegmund, Sven Apel, and Christian Kästner. On debugging the performance of configurable software systems. Proceedings of the 44th International Conference on Software Engineering, ACM, New York, NY, USA, May 2022. [PUMA: topic_software]