Christopher A. Metz

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Computer Architecture

Convolutional Neural Networks

Machine Learning

Estimation Accuracy

Top Venues

MuC (Workshopband)

Publications

Christopher A. Metz, Mehran Goli, Rolf Drechsler
Fast and Accurate: Machine Learning Techniques for Performance Estimation of CNNs for GPGPUs. IPDPS Workshops (2023)
Christopher A. Metz
Machine Learning aided Computer Architecture Design for CNN Inferencing Systems. CoRR (2023)
Christopher A. Metz, Christina Plump, Bernhard J. Berger, Rolf Drechsler
Hybrid PTX Analysis for GPU accelerated CNN inferencing aiding Computer Architecture Design. FDL (2023)
Sana Hassan Imam, Christopher A. Metz, Lars Hornuf, Rolf Drechsler
Classifying Crowdsouring Platform Users' Engagement Behaviour using Machine Learning and XAI. MuC (Workshopband) (2023)
Christopher A. Metz, Mehran Goli, Rolf Drechsler
Towards Neural Hardware Search: Power Estimation of CNNs for GPGPUs with Dynamic Frequency Scaling. MLCAD (2022)
Christopher A. Metz, Mehran Goli, Rolf Drechsler
ML-based Power Estimation of Convolutional Neural Networks on GPGPUs. DDECS (2022)
Christopher A. Metz, Mehran Goli, Rolf Drechsler
Pick the Right Edge Device: Towards Power and Performance Estimation of CUDA-based CNNs on GPGPUs. CoRR (2021)
Christopher A. Metz, Mehran Goli, Rolf Drechsler
Early power estimation of CUDA-based CNNs on GPGPUs: work-in-progress. CODES+ISSS (2021)