2 papers
cs.OS2025
Dissecting the Impact of Mobile DVFS Governors on LLM Inference Performance and Energy Efficiency
Zongpu Zhang, Pranab Dash, Y. Charlie Hu +3
Large Language Models (LLMs) are increasingly being integrated into various applications and services running on billions of mobile devices. However, deploying LLMs on resource-lim…
cs.PF2024
Automated PMC-based Power Modeling Methodology for Modern Mobile GPUs
Pranab Dash, Y. Charlie Hu, Abhilash Jindal
The rise of machine learning workload on smartphones has propelled GPUs into one of the most power-hungry components of modern smartphones and elevates the need for optimizing the…