As increasingly larger memories are used to bridge the widening gap between processor and disk speeds, main memory energy consumption is becoming increasingly dominant. Even though much prior research has been conducted on memory energy management, no study has focused on data servers, where main memory is predominantly accessed by DMAs instead of processors. In this paper, we study DMA-aware techniques for memory energy management in data servers. We first characterize the effect of DMA accesses on memory energy and show that, due to the mismatch between memory and I/O bus bandwidths, significant energy is wasted when memory is idle but still active during DMA transfers. To reduce this waste, we propose two novel performance-directed energ...
Abstract—Main memory is one of the primary shared resources in a virtualized environment. Current tr...
Scientific data centers comprised of high-powered computing equipment and large capacity disk storag...
Power and cooling costs are some of the highest costs in data centers today, which make improvement ...
In terms of power and energy consumption, DRAMs play a key role in a modern server system as well as...
Energy consumption in modern data center trends to be in-creasing, which gives pressure to limit pow...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
Main memory is responsible for a significant fraction of the energy consumed by servers. Prior work ...
Over the last decade, use of data stores have increased considerably. From scientific research in di...
The ever-increasing demand for scalable database systems is limited by their energy consumption, whi...
The ever-increasing demand for scalable database systems is limited by their energy consumption, whi...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Existing techniques manage power for the main memory by passively monitoring the memory traffic, and...
Main memory is a significant energy consumer which may contribute to over 40% of the total system po...
The ever-increasing need for more computing and data processing power demands for a continuous and r...
Energy consumption has become a first-class optimization goal in design and implementation of data-i...
Abstract—Main memory is one of the primary shared resources in a virtualized environment. Current tr...
Scientific data centers comprised of high-powered computing equipment and large capacity disk storag...
Power and cooling costs are some of the highest costs in data centers today, which make improvement ...
In terms of power and energy consumption, DRAMs play a key role in a modern server system as well as...
Energy consumption in modern data center trends to be in-creasing, which gives pressure to limit pow...
Computer servers are equipped with an increasing number of memory modules each with more capacity, m...
Main memory is responsible for a significant fraction of the energy consumed by servers. Prior work ...
Over the last decade, use of data stores have increased considerably. From scientific research in di...
The ever-increasing demand for scalable database systems is limited by their energy consumption, whi...
The ever-increasing demand for scalable database systems is limited by their energy consumption, whi...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Existing techniques manage power for the main memory by passively monitoring the memory traffic, and...
Main memory is a significant energy consumer which may contribute to over 40% of the total system po...
The ever-increasing need for more computing and data processing power demands for a continuous and r...
Energy consumption has become a first-class optimization goal in design and implementation of data-i...
Abstract—Main memory is one of the primary shared resources in a virtualized environment. Current tr...
Scientific data centers comprised of high-powered computing equipment and large capacity disk storag...
Power and cooling costs are some of the highest costs in data centers today, which make improvement ...