In this work we propose a joint energy, thermal and cooling management technique (JETC) that significantly re-duces per server cooling and memory energy costs. Our analysis shows that decoupling the optimization of cooling energy of CPU & memory and the optimization of mem-ory energy leads to suboptimal solutions due to thermal de-pendencies between CPU and memory and non-linearity in cooling energy. This motivates us to develop a holistic so-lution that integrates the energy, thermal and cooling man-agement to maximize energy savings with negligible per-formance hit. JETC considers thermal and power states of CPU & memory, thermal coupling between them and fan speed to arrive at energy efficient decisions. It has CPU and memory act...
Abstract—Reducing the energy consumption for computation and cooling in servers is a major challenge...
High-performance desktop and server processor design is hampered by constraints on chip power, tempe...
The computational and cooling power demands of enterprise servers are increasing at an unsustainable...
Temperature and cooling are critical aspects of design in today's and future computing systems. High...
Energy management of memory subsystem is challenging due to performance and thermal constraints. Big...
Many fields of modern science rely more and more on the immense computing power of supercomputers. M...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Recently, the energy-efficiency constraints have become the dominant limiting factor for datacenters...
The computational and cooling power demands of enterprise servers are increasing at an unsustainable...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Due to the increasing role of energy costs and growing heat density of servers, cooling issues are b...
The growing global demand for services offered by data centers (DCs) has increased their total power...
To address the power and thermal problems of high-performance computing systems, the possibility of ...
Abstract — Traditionally CPU workload scheduling and fan control in multi-socket systems have been d...
Abstract—Reducing the energy consumption for computation and cooling in servers is a major challenge...
High-performance desktop and server processor design is hampered by constraints on chip power, tempe...
The computational and cooling power demands of enterprise servers are increasing at an unsustainable...
Temperature and cooling are critical aspects of design in today's and future computing systems. High...
Energy management of memory subsystem is challenging due to performance and thermal constraints. Big...
Many fields of modern science rely more and more on the immense computing power of supercomputers. M...
Main memory power in volume and mid-range servers is growing as a fraction of total system power. Th...
Recently, the energy-efficiency constraints have become the dominant limiting factor for datacenters...
The computational and cooling power demands of enterprise servers are increasing at an unsustainable...
Energy is becoming a critical resource to not only small battery-powered devices but also large serv...
Energy consumption is a limiting constraint for both embedded and high performance systems. CPU-core...
Due to the increasing role of energy costs and growing heat density of servers, cooling issues are b...
The growing global demand for services offered by data centers (DCs) has increased their total power...
To address the power and thermal problems of high-performance computing systems, the possibility of ...
Abstract — Traditionally CPU workload scheduling and fan control in multi-socket systems have been d...
Abstract—Reducing the energy consumption for computation and cooling in servers is a major challenge...
High-performance desktop and server processor design is hampered by constraints on chip power, tempe...
The computational and cooling power demands of enterprise servers are increasing at an unsustainable...