Main memory is responsible for a significant fraction of the energy consumed by servers. Prior work has focused on exploiting memory low-power states to conserve energy. However, these states require entire ranks of DRAM to be idle, which is difficult to achieve even in lightly loaded servers. In this work, we propose three techniques for exploiting active low-power modes to conserve full-system energy, while remaining within user-prescribed performance bounds. The first technique, called MemScale, creates active memory system low-power modes by applying dynamic voltage and frequency scaling to the memory controller and dynamic frequency scaling to the memory channels and DRAM devices. The second technique, called CoScale, coordinates the C...
Energy efficiency has become one of the most important factors in the development of computer system...
Power dissipation by storage systems in mobile comput-ers accounts for a large percentage of the pow...
Powering down SDRAMs at run-time reduces memory energy consumption significantly, but often at the c...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
The fraction of server energy consumed by the memory system has been increasing rapidly and is now o...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy management is a problem of all types of computing devices. For example, short battery life is...
Power dissipation by storage systems in mobile computers accounts for a large percentage of the powe...
Power dissipation by storage systems in mobile computers accounts for a large percentage of the powe...
International audienceIn order to minimize the energy consumed by the main memory in embedded system...
The memory subsystem is responsible for a large fraction of the energy consumed by compute nodes in ...
Higher energy-efficiency has become essential in servers for a variety of reasons that range from he...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Existing techniques manage power for the main memory by passively monitoring the memory traffic, and...
Energy efficiency has become one of the most important factors in the development of computer system...
Power dissipation by storage systems in mobile comput-ers accounts for a large percentage of the pow...
Powering down SDRAMs at run-time reduces memory energy consumption significantly, but often at the c...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
The fraction of server energy consumed by the memory system has been increasing rapidly and is now o...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy management is a problem of all types of computing devices. For example, short battery life is...
Power dissipation by storage systems in mobile computers accounts for a large percentage of the powe...
Power dissipation by storage systems in mobile computers accounts for a large percentage of the powe...
International audienceIn order to minimize the energy consumed by the main memory in embedded system...
The memory subsystem is responsible for a large fraction of the energy consumed by compute nodes in ...
Higher energy-efficiency has become essential in servers for a variety of reasons that range from he...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Existing techniques manage power for the main memory by passively monitoring the memory traffic, and...
Energy efficiency has become one of the most important factors in the development of computer system...
Power dissipation by storage systems in mobile comput-ers accounts for a large percentage of the pow...
Powering down SDRAMs at run-time reduces memory energy consumption significantly, but often at the c...