A validation of DRAM RAPL power measurements

S Desrochers, C Paradis, VM Weaver - Proceedings of the Second …, 2016 - dl.acm.org
Recent Intel processors support the Running Average Power Level (RAPL) interface, which
among other things provides estimated energy measurements for the CPUs, integrated …

What your DRAM power models are not telling you: Lessons from a detailed experimental study

S Ghose, AG Yaglikçi, R Gupta, D Lee… - Proceedings of the …, 2018 - dl.acm.org
Main memory (DRAM) consumes as much as half of the total system power in a computer
today, due to the increasing demand for memory capacity and bandwidth. There is a …

Understanding reduced-voltage operation in modern DRAM devices: Experimental characterization, analysis, and mechanisms

KK Chang, AG Yağlıkçı, S Ghose, A Agrawal… - Proceedings of the …, 2017 - dl.acm.org
The energy consumption of DRAM is a critical concern in modern computing systems.
Improvements in manufacturing process technology have allowed DRAM vendors to lower …

Rapl in action: Experiences in using rapl for power measurements

KN Khan, M Hirki, T Niemi, JK Nurminen… - ACM Transactions on …, 2018 - dl.acm.org
To improve energy efficiency and comply with the power budgets, it is important to be able to
measure the power consumption of cloud computing servers. Intel's Running Average …

Understanding the energy consumption of dynamic random access memories

T Vogelsang - 2010 43rd Annual IEEE/ACM International …, 2010 - ieeexplore.ieee.org
Energy consumption has become a major constraint on the capabilities of computer
systems. In large systems the energy consumed by Dynamic Random Access Memories …

A comprehensive approach to DRAM power management

I Hur, C Lin - 2008 IEEE 14th International Symposium on High …, 2008 - ieeexplore.ieee.org
This paper describes a comprehensive approach for using the memory controller to improve
DRAM energy efficiency and manage DRAM power. We make three contributions:(1) we …

Hardware and software techniques for controlling dram power modes

V Delaluz, M Kandemir, N Vijaykrishnan… - IEEE Transactions …, 2001 - ieeexplore.ieee.org
The anticipated explosive growth of pervasive and mobile computing devices that are
typically constrained by energy has brought hardware and software techniques for energy …

Improving energy efficiency by making DRAM less randomly accessed

H Huang, KG Shin, C Lefurgy, T Keller - Proceedings of the 2005 …, 2005 - dl.acm.org
Existing techniques manage power for the main memory by passively monitoring the
memory traffic, and based on which, predict when to power down and into which low-power …

Rethinking DRAM power modes for energy proportionality

KT Malladi, I Shaeffer, L Gopalakrishnan… - 2012 45th Annual …, 2012 - ieeexplore.ieee.org
We re-think DRAM power modes by modeling and characterizing inter-arrival times for
memory requests to determine the properties an ideal power mode should have. This …

Flikker: Saving DRAM refresh-power through critical data partitioning

S Liu, K Pattabiraman, T Moscibroda… - Proceedings of the …, 2011 - dl.acm.org
Energy has become a first-class design constraint in computer systems. Memory is a
significant contributor to total system power. This paper introduces Flikker, an application …