Balancing Performance and Power Efficiency in Modern GPU Architecture

Shivakumar Udkar, Muthukumaran Vaithianathan, Manjunath Reddy, Vikas Gupta

2025

Abstract

This study introduces a novel adaptive performance-power management system that has the potential to improve the efficiency and performance of current GPU systems. Conventional methods of managing these factors frequently fail due to their inability to adjust to changing demands. By utilizing operational characteristics and GPU resources, the proposed solution overcomes this constraint by analysing duties in real-time. The framework has the potential to enhance performance in high-demand situations and decrease power consumption in less demanding duties because of its real-time adaptability. The experimental evaluations indicate that the framework outperforms conventional methods by up to 15% while consuming 20% less power. The framework's ability to manage GPU architectures is illustrated by the results, which contribute to improved power efficiency without compromising performance.

Paper Citation

in Harvard Style

Udkar S., Vaithianathan M., Reddy M. and Gupta V. (2025). Balancing Performance and Power Efficiency in Modern GPU Architecture. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 105-112. DOI: 10.5220/0013587900004664

in Bibtex Style

@conference{incoft25,
author={Shivakumar Udkar and Muthukumaran Vaithianathan and Manjunath Reddy and Vikas Gupta},
title={Balancing Performance and Power Efficiency in Modern GPU Architecture},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT},
year={2025},
pages={105-112},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013587900004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 2: INCOFT
TI - Balancing Performance and Power Efficiency in Modern GPU Architecture
SN - 978-989-758-763-4
AU - Udkar S.
AU - Vaithianathan M.
AU - Reddy M.
AU - Gupta V.
PY - 2025
SP - 105
EP - 112
DO - 10.5220/0013587900004664
PB - SciTePress