Publications

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

Alina Mailach, Dominik Gorgosch, Norbert Siegmund, und 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, 30.11.2024. [PUMA: topic_software xack yaff] URL

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, und 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, und 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, 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

Hamid Farzaneh, João Paulo Cardoso de Lima, Mengyuan Li, Asif Ali Khan, Xiaobo Sharon Hu, und Jeronimo Castrillon. 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]

João Paulo C de Lima, Asif Ali Khan, Luigi Carro, und Jeronimo Castrillon. Full-Stack Optimization for CAM-Only DNN Inference. arXiv, 2024. [PUMA: topic_software xack yaff]

Hamid Farzaneh, João Paulo Cardoso De Lima, Ali Nezhadi Khelejani, Asif Ali Khan, Mahta Mayahinia, Mehdi Tahoori, und Jeronimo Castrillon. 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]

Asif Ali Khan, João Paulo C. De Lima, Hamid Farzaneh, und Jeronimo Castrillon. The landscape of compute-near-memory and compute-in-memory: A research and commercial overview. arXiv, 2024. [PUMA: topic_software xack yaff]