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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, Nov 30, 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, 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
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, June 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, January 2024. [PUMA: topic_software yaff] URL