A case for redundant arrays of inexpensive disks (RAID)
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
On-line extraction of SCSI disk drive parameters
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
DCD—disk caching disk: a new approach for boosting I/O performance
ISCA '96 Proceedings of the 23rd annual international symposium on Computer architecture
Low-power CMOS with supply voltages
IEEE Transactions on Very Large Scale Integration (VLSI) Systems
Methods for true power minimization
Proceedings of the 2002 IEEE/ACM international conference on Computer-aided design
Conserving disk energy in network servers
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Combining Models of Physical Effects for Describing Complex Electromechanical Devices
BMAS '00 Proceedings of the 2000 IEEE/ACM international workshop on Behavioral modeling and simulation
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Balancing hardware intensity in microprocessor pipelines
IBM Journal of Research and Development
Disk Drive Roadmap from the Thermal Perspective: A Case for Dynamic Thermal Management
Proceedings of the 32nd annual international symposium on Computer Architecture
Modeling Hard-Disk Power Consumption
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
The automatic improvement of locality in storage systems
ACM Transactions on Computer Systems (TOCS)
Energy efficient prefetching and caching
ATEC '04 Proceedings of the annual conference on 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
Tracking the power in an enterprise decision support system
Proceedings of the 14th ACM/IEEE international symposium on Low power electronics and design
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
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Storage plays a pivotal role in the performance of many applications. Optimizing disk architectures is a design-time as well as a run-time issue and requires balancing between performance, power and capacity. The design space is large and there are many "knobs" that can be used to optimize disk drive behavior. Here we present a sensitivity-based optimization for disk architectures (SODA) which leverages results from digital circuit design. Using detailed models of the electro-mechanical behavior of disk drives and a suite of realistic workloads, we show how SODA can aid in design and runtime optimization.