Comprehensive review and future prospects of multi-level fan control strategies in data centers for joint optimization of thermal management systems
With the rapid advancement of information and communication technology, particularly in
artificial intelligence and cloud computing, the deployment of data centers has surged …
artificial intelligence and cloud computing, the deployment of data centers has surged …
Optimal self-tuning PID controller based on low power consumption for a server fan cooling system
C Lee, R Chen - Sensors, 2015 - mdpi.com
Recently, saving the cooling power in servers by controlling the fan speed has attracted
considerable attention because of the increasing demand for high-density servers. This …
considerable attention because of the increasing demand for high-density servers. This …
Temperature aware dynamic workload scheduling in multisocket cpu servers
In this paper, we propose a multitier approach for significantly lowering the cooling costs
associated with fan subsystems without compromising the system performance. Our …
associated with fan subsystems without compromising the system performance. Our …
Energy efficient proactive thermal management in memory subsystem
Energy management of memory subsystem is challenging due to performance and thermal
constraints. Big energy gains can be obtained by clustering memory accesses, however this …
constraints. Big energy gains can be obtained by clustering memory accesses, however this …
Fan-speed-aware scheduling of data intensive jobs
CS Chan, Y Jin, YK Wu, K Gross… - Proceedings of the …, 2012 - dl.acm.org
As server processor power densities increase, the cost of air cooling also grows resulting
from higher fan speeds. Our measurements show that vibrations induced by fans in high-end …
from higher fan speeds. Our measurements show that vibrations induced by fans in high-end …
A dynamic thermal management circuit for system-on-chip designs
H Chiueh, J Draper, J Choma - Analog Integrated Circuits and Signal …, 2003 - Springer
A novel fully integrated dynamic thermal management circuit for system-on-chip design is
proposed. Instead of worst-case thermal management used in conventional systems, this …
proposed. Instead of worst-case thermal management used in conventional systems, this …
Gentlecool: Cooling aware proactive workload scheduling in multi-machine systems
In state of the art systems, workload scheduling and server fan speed operate independently
leading to cooling inefficiencies. In this work we propose GentleCool, a proactive multi-tier …
leading to cooling inefficiencies. In this work we propose GentleCool, a proactive multi-tier …
CoMETC: Coordinated management of energy/thermal/cooling in servers
We introduce a Coordinated Management of Energy, Thermal, and Cooling (CoMETC)
technique to minimize cooling and memory energy of server machines. State-of-the-art …
technique to minimize cooling and memory energy of server machines. State-of-the-art …
Cool and save: cooling aware dynamic workload scheduling in multi-socket cpu systems
Traditionally CPU workload scheduling and fan control in multi-socket systems have been
designed separately leading to less efficient solutions. In this paper we present Cool and …
designed separately leading to less efficient solutions. In this paper we present Cool and …
A thermal-aware power management soft-ip for platform-based soc designs
C Chan, Y Chang, H Ho… - … Symposium on System-on …, 2004 - ieeexplore.ieee.org
A novel thermal-aware power management (TAPM) software intellectual property (soft-IP) for
modem platform-based SoC designs is presented. This research proposes the system-level …
modem platform-based SoC designs is presented. This research proposes the system-level …