Memory controller policies for DRAM power management
ISLPED '01 Proceedings of the 2001 international symposium on Low power electronics and design
Temperature-aware microarchitecture
Proceedings of the 30th annual international symposium on Computer architecture
Reducing power density through activity migration
Proceedings of the 2003 international symposium on Low power electronics and design
Improving energy efficiency by making DRAM less randomly accessed
ISLPED '05 Proceedings of the 2005 international symposium on Low power electronics and design
Techniques for Multicore Thermal Management: Classification and New Exploration
Proceedings of the 33rd annual international symposium on Computer Architecture
Thermal modeling and management of DRAM memory systems
Proceedings of the 34th annual international symposium on Computer architecture
Thermal-aware task scheduling at the system software level
ISLPED '07 Proceedings of the 2007 international symposium on Low power electronics and design
Predictive dynamic thermal management for multicore systems
Proceedings of the 45th annual Design Automation Conference
Proactive temperature management in MPSoCs
Proceedings of the 13th international symposium on Low power electronics and design
Accurate temperature estimation using noisy thermal sensors
Proceedings of the 46th Annual Design Automation Conference
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
The Datacenter as a Computer: An Introduction to the Design of Warehouse-Scale Machines
Cool and save: cooling aware dynamic workload scheduling in multi-socket CPU systems
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
FlashStore: high throughput persistent key-value store
Proceedings of the VLDB Endowment
JETC: Joint energy thermal and cooling management for memory and CPU subsystems in servers
HPCA '12 Proceedings of the 2012 IEEE 18th International Symposium on High-Performance Computer Architecture
Correcting vibration-induced performance degradation in enterprise servers
ACM SIGMETRICS Performance Evaluation Review
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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 servers and its rack neighbors cause a dramatic drop in hard disk bandwidth, resulting in a corresponding decrease in application performance. In this paper we quantify the performance and energy cost effects of the fan vibrations and propose a disk performance aware thermal, energy and cooling technique. Results show that we can not only meet thermal constraints, but also improve performance by 1.35x as compared to the conventional methods.