Memory power management via dynamic voltage/frequency scaling

H David, C Fallin, E Gorbatov, UR Hanebutte… - Proceedings of the 8th …, 2011 - dl.acm.org
Energy efficiency and energy-proportional computing have become a central focus in
enterprise server architecture. As thermal and electrical constraints limit system power, and …

A survey of architectural techniques for DRAM power management

S Mittal - … Journal of High Performance Systems Architecture, 2012 - inderscienceonline.com
Recent trends of CMOS technology scaling and wide-spread use of multicore processors
have dramatically increased the power consumption of main memory. It has been estimated …

Towards energy-proportional datacenter memory with mobile DRAM

KT Malladi, BC Lee, FA Nothaft, C Kozyrakis… - ACM SIGARCH …, 2012 - dl.acm.org
To increase datacenter energy efficiency, we need memory systems that keep pace with
processor efficiency gains. Currently, servers use DDR3 memory, which is designed for high …

Energy-efficient server clusters

EN Elnozahy, M Kistler, R Rajamony - International Workshop on Power …, 2002 - Springer
This paper evaluates five policies for cluster-wide power management in server farms. The
policies employ various combinations of dynamic voltage scaling and node vary-on/vary-off …

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 …

Seeds: A software engineer's energy-optimization decision support framework

I Manotas, L Pollock, J Clause - … of the 36th International Conference on …, 2014 - dl.acm.org
Reducing the energy usage of software is becoming more important in many environments,
in particular, battery-powered mobile devices, embedded systems and data centers. Recent …

Coscale: Coordinating cpu and memory system dvfs in server systems

Q Deng, D Meisner, A Bhattacharjee… - 2012 45th annual …, 2012 - ieeexplore.ieee.org
Recent work has introduced memory system dynamic voltage and frequency scaling
(DVFS), and has suggested that balanced scaling of both CPU and the memory system is …

ECOSystem: Managing energy as a first class operating system resource

H Zeng, CS Ellis, AR Lebeck, A Vahdat - ACM SIGOPS operating …, 2002 - dl.acm.org
Energy consumption has recently been widely recognized as a major challenge of computer
systems design. This paper explores how to support energy as a first-class operating system …

Rethinking DRAM design and organization for energy-constrained multi-cores

AN Udipi, N Muralimanohar, N Chatterjee… - Proceedings of the 37th …, 2010 - dl.acm.org
DRAM vendors have traditionally optimized the cost-per-bit metric, often making design
decisions that incur energy penalties. A prime example is the overfetch feature in DRAM …

Machine learning for power, energy, and thermal management on multicore processors: A survey

S Pagani, PDS Manoj, A Jantsch… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Due to the high integration density and roadblock of voltage scaling, modern multicore
processors experience higher power densities than previous technology scaling nodes …