Main memory power in volume and mid-range servers is growing as a fraction of total system power. The resulting energy consumption increases system cost and the heat produced reduces reliability. Emergent memory technology will provide systems with the ability to dynamically turn-on (online) and turn-off (offline) memory devices at runtime. This technology, coupled with slack in memory demand, offers the potential for significant energy savings in servers. However, to gain general acceptance in the server community, power-aware techniques must maintain performance and scale to thousands of memory devices. We propose a memory management infra-structure for energy reduction (Memory MISER) that is transparent, performance-neutral, and scalable...
Abstract—Main memory contributes a large fraction of energy consumption in powerful servers running ...
Abstract—Hardware variability is predicted to increase dramatically over the coming years as a conse...
The invention of better fabrication materials and processes in solid-state devices has led to unprec...
Main memory in clusters may dominate total system power. The resulting energy consumption increases ...
Main memory in clusters may dominate total system power. The resulting energy consumption increases ...
Main memory in many tera-scale systems requires tens of kilowatts of power. The resulting energy con...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy efficiency has become one of the most important factors in the development of computer system...
One of the major challenges in today’s computing world is energy management in portable devices and ...
Main memory is responsible for a significant fraction of the energy consumed by servers. Prior work ...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
Large physical memory modules are necessary to meet performance demands of today's ap- plications bu...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Despite constant improvements in fabrication technology, hardware components are consuming more powe...
Higher energy-efficiency has become essential in servers for a variety of reasons that range from he...
Abstract—Main memory contributes a large fraction of energy consumption in powerful servers running ...
Abstract—Hardware variability is predicted to increase dramatically over the coming years as a conse...
The invention of better fabrication materials and processes in solid-state devices has led to unprec...
Main memory in clusters may dominate total system power. The resulting energy consumption increases ...
Main memory in clusters may dominate total system power. The resulting energy consumption increases ...
Main memory in many tera-scale systems requires tens of kilowatts of power. The resulting energy con...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy efficiency has become one of the most important factors in the development of computer system...
One of the major challenges in today’s computing world is energy management in portable devices and ...
Main memory is responsible for a significant fraction of the energy consumed by servers. Prior work ...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
Large physical memory modules are necessary to meet performance demands of today's ap- plications bu...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Despite constant improvements in fabrication technology, hardware components are consuming more powe...
Higher energy-efficiency has become essential in servers for a variety of reasons that range from he...
Abstract—Main memory contributes a large fraction of energy consumption in powerful servers running ...
Abstract—Hardware variability is predicted to increase dramatically over the coming years as a conse...
The invention of better fabrication materials and processes in solid-state devices has led to unprec...