GPUWattch: Enabling energy optimizations in GPGPUs

J Leng, T Hetherington, A ElTantawy, S Gilani… - ACM SIGARCH …, 2013 - dl.acm.org
General-purpose GPUs (GPGPUs) are becoming prevalent in mainstream computing, and
performance per watt has emerged as a more crucial evaluation metric than peak …

A survey on run-time power monitors at the edge

D Zoni, A Galimberti, W Fornaciari - ACM Computing Surveys, 2023 - dl.acm.org
Effectively managing energy and power consumption is crucial to the success of the design
of any computing system, hel** mitigate the efficiency obstacles given by the downsizing …

GPGPU performance and power estimation using machine learning

G Wu, JL Greathouse, A Lyashevsky… - 2015 IEEE 21st …, 2015 - ieeexplore.ieee.org
Graphics Processing Units (GPUs) have numerous configuration and design options,
including core frequency, number of parallel compute units (CUs), and available memory …

[BOOK][B] Low voltage, low power VLSI subsystems

KS Yeo, K Roy - 2004 - dl.acm.org
Designers develo** the low voltage, low power chips that enable small, portable devices,
face a very particular set of challenges. This monograph details cutting-edge design …

Apparatus and method for optimizing quantifiable behavior in configurable devices and systems

H Hoffmann, J Lafferty, N Mishra - US Patent 11,009,836, 2021 - Google Patents
An apparatus and method are provided to perform constrained optimization of a constrained
property of an apparatus, which is complex due to having several components, and these …

An overview of architecture-level power-and energy-efficient design techniques

I Ratković, N Bežanić, OS Ünsal, A Cristal… - Advances in …, 2015 - Elsevier
Power dissipation and energy consumption became the primary design constraint for almost
all computer systems in the last 15 years. Both computer architects and circuit designers …

ITAP: Idle-time-aware power management for GPU execution units

M Sadrosadati, SB Ehsani, H Falahati… - ACM Transactions on …, 2019 - dl.acm.org
Graphics Processing Units (GPUs) are widely used as the accelerator of choice for
applications with massively data-parallel tasks. However, recent studies show that GPUs …

PATS: Pattern aware scheduling and power gating for GPGPUs

Q Xu, M Annavaram - Proceedings of the 23rd international conference …, 2014 - dl.acm.org
General purpose computing using graphics processing units (GPGPUs) is an attractive
option to achieve power efficient throughput computing. But the power efficiency of GPGPUs …

μC-States: Fine-grained GPU datapath power management

O Kayiran, A Jog, A Pattnaik… - Proceedings of the …, 2016 - dl.acm.org
To improve the performance of Graphics Processing Units (GPUs) beyond simply increasing
core count, architects are recently adopting a scale-up approach: the peak throughput and …

Pipeline muffling and a priori current ram**: architectural techniques to reduce high-frequency inductive noise

MD Powell, TN Vijaykumar - … of the 2003 international symposium on …, 2003 - dl.acm.org
While circuit and package designers have addressed microprocessor inductive noise issues
in the past, multi-gigahertz clock frequencies and billion-transistor-level integration are …