Pick the right edge device: Towards power and performance estimation of CUDA-based CNNs on GPGPUs CA Metz, M Goli, R Drechsler arXiv preprint arXiv:2102.02645, 2021 | 8 | 2021 |
ML-based Power Estimation of Convolutional Neural Networks on GPGPUs CA Metz, M Goli, R Drechsler 2022 25th International Symposium on Design and Diagnostics of Electronic …, 2022 | 6 | 2022 |
Early power estimation of cuda-based cnns on gpgpus: Work-in-progress CA Metz, M Goli, R Drechsler Proceedings of the 2021 International Conference on Hardware/Software …, 2021 | 6* | 2021 |
Towards neural hardware search: Power estimation of cnns for gpgpus with dynamic frequency scaling CA Metz, M Goli, R Drechsler Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 103-109, 2022 | 4 | 2022 |
Hybrid PTX analysis for GPU accelerated CNN inferencing aiding computer architecture design CA Metz, C Plump, BJ Berger, R Drechsler 2023 Forum on Specification & Design Languages (FDL), 1-8, 2023 | 2 | 2023 |
Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs CA Metz, M Goli, R Drechsler 2023 IEEE International Parallel and Distributed Processing Symposium …, 2023 | 1 | 2023 |
Machine Learning aided Computer Architecture Design for CNN Inferencing Systems CA Metz arXiv preprint arXiv:2308.05364, 2023 | | 2023 |
Classifying Crowdsourcing Platform Users’ Engagement using Machine Learning and XAI SH Imam, CA Metz, L Hornuf, R Drechsler | | 2023 |
How Can Generative AI Curate the User Creativity on an Idea Crowdsourcing Platform? SH Imam, CA Metz, R Drechsler | | |
Energy-Efficient CNN inferencing on GPUs with Dynamic Frequency Scaling R Drechsler, CA Metz, C Plump | | |