Is Performance a Reliable Proxy for Energy Consumption?. Software Engineering 2024 (SE 2024), 99--100, 2024. [PUMA: topic_software yaff]
Performance Sensitivity Across Configuration and Workload. Gesellschaft für Informatik e.V., 2024. [PUMA: topic_software yaff] URL
A Methodology for Evaluating RAG Systems: A Case Study On Configuration Dependency Validation. 2024. [PUMA: topic_software yaff] URL
Practitioners' Discussions on Building LLM-based Applications for Production. 2024. [PUMA: topic_software xack yaff] URL
``Ok Pal, we have to code that now'': interaction patterns of programming beginners with a conversational chatbot. Empirical Software Engineering, (30)1:34, 30.11.2024. [PUMA: topic_software xack yaff] URL
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]
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
Design Space Exploration for CNN Offloading to FPGAs at the Edge. In Fernanda Kastensmidt, Ricardo Reis, Aida Todri-Sanial, Hai Li, und Carolina Metzler (Hrsg.), 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
Model-based autotuning of discretization methods in numerical simulations of partial differential equations. Journal of Computational Science, (57):101489, Elsevier BV, Januar 2022. [PUMA: topic_software topic_lifescience imported] URL
DECISION: Distributing OpenVX Applications on CPUs, GPUs and FPGAs using OpenCL. 84--91, Mai 2022. [PUMA: topic_software topic_federatedlearn imported]
Shisha: Online scheduling of CNN pipelines on heterogeneous architectures. arXiv, 2022. [PUMA: topic_software]
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]
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), März 2022. [PUMA: topic_software]
On debugging the performance of configurable software systems. Proceedings of the 44th International Conference on Software Engineering, ACM, New York, NY, USA, Mai 2022. [PUMA: topic_software]
C4CAM: A Compiler for CAM-based In-memory Accelerators. Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ACM, New York, NY, USA, April 2024. [PUMA: topic_software xack yaff]
Full-Stack Optimization for CAM-Only DNN Inference. arXiv, 2024. [PUMA: topic_software xack yaff]
SHERLOCK: Scheduling Efficient and Reliable Bulk Bitwise Operations in NVMs. Proceedings of the 61th Annual Design Automation Conference (DAC'24), ACM, Juni 2024. [PUMA: topic_software xack yaff]
The landscape of compute-near-memory and compute-in-memory: A research and commercial overview. arXiv, 2024. [PUMA: topic_software xack yaff]
Hyperdimensional Computing Quantization with Thermometer Codes. 6th Workshop on Accelerated Machine Learning (AccML), co-located with 19th International Conference on High-Performance and Embedded Architectures and Compilers (HiPEAC), 7pp, Januar 2024. [PUMA: topic_software yaff] URL
Smoothing Disruption Across the Stack: Tales of Memory, Heterogeneity, and Compilers. Proceedings of the 2024 Design, Automation and Test in Europe Conference (DATE), 1--10, IEEE, März 2024. [PUMA: topic_software] URL
Analyzing the Impact of Workloads on Modeling the performance of Configurable Software Systems (supplementary material). Zenodo, 2023. [PUMA: topic_software]
SEAL: Integrating Program Analysis and Repository Mining. ACM Transactions on Software Engineering and Methodology, (32)Februar 2023. [PUMA: topic_software]
Analysing the impact of workloads on modeling the performance of configurable software systems. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), IEEE, Mai 2023. [PUMA: topic_software]
SEAL: Integrating program analysis and repository mining. ACM Trans. Softw. Eng. Methodol., (32)5:1--34, Association for Computing Machinery (ACM), September 2023. [PUMA: topic_software]
Exploring hyperparameter usage and tuning in machine learning research. 2023 IEEE/ACM 2nd International Conference on AI Engineering -- Software Engineering for AI (CAIN), IEEE, Mai 2023. [PUMA: topic_software topic_language]
Socio-Technical Anti-Patterns in Building ML-Enabled Software: Insights from Leaders on the Forefront. 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 690--702, IEEE, Mai 2023. [PUMA: topic_software Economics;Biological learning;Software modeling;Pipelines;Production;Manuals;Machine system systems]