DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Energy conservation techniques for disk array-based servers
Proceedings of the 18th annual international conference on Supercomputing
Modeling Hard-Disk Power Consumption
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Interplay of energy and performance for disk arrays running transaction processing workloads
ISPASS '03 Proceedings of the 2003 IEEE International Symposium on Performance Analysis of Systems and Software
Power provisioning for a warehouse-sized computer
Proceedings of the 34th annual international symposium on Computer architecture
Energy management for hypervisor-based virtual machines
ATC'07 2007 USENIX Annual Technical Conference on Proceedings of the USENIX Annual Technical Conference
Intra-disk Parallelism: An Idea Whose Time Has Come
ISCA '08 Proceedings of the 35th Annual International Symposium on Computer Architecture
Storage modeling for power estimation
SYSTOR '09 Proceedings of SYSTOR 2009: The Israeli Experimental Systems Conference
Storage characterization for unstructured data in online services applications
IISWC '09 Proceedings of the 2009 IEEE International Symposium on Workload Characterization (IISWC)
Adaptive workload shaping for power savings on disk drives
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
Energy-delay based provisioning for large datacenters: an energy-efficient and cost optimal approach
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
Time and cost-efficient modeling and generation of large-scale TPCC/TPCE/TPCH workloads
TPCTC'11 Proceedings of the Third TPC Technology conference on Topics in Performance Evaluation, Measurement and Characterization
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Datacenter operators face unique challenges to optimally provision power among deployed servers. Allocated server power is frequently over-provisioned and this results in stranding of available datacenter power capacity. Standardized power efficiency benchmarks like SPECpower_ssj2008 can be used for determining power allocation, in conjunction with methodologies to estimate the contribution from the disk subsystem. In this paper, we explore a trace-driven methodology for determining power contribution of the storage components. We show the benefits of this methodology as opposed to typical power provisioning used in the industry.