A case for redundant arrays of inexpensive disks (RAID)
SIGMOD '88 Proceedings of the 1988 ACM SIGMOD international conference on Management of data
A caching relay for the World Wide Web
Selected papers of the first conference on World-Wide Web
File Assignment in Parallel I/O Systems with Minimal Variance of Service Time
IEEE Transactions on Computers
PersonalRAID: Mobile Storage for Distributed and Disconnected Computers
FAST '02 Proceedings of the Conference on File and Storage Technologies
Massive arrays of idle disks for storage archives
Proceedings of the 2002 ACM/IEEE conference on Supercomputing
Conserving disk energy in network servers
ICS '03 Proceedings of the 17th annual international conference on Supercomputing
Reliability Mechanisms for Very Large Storage Systems
MSS '03 Proceedings of the 20 th IEEE/11 th NASA Goddard Conference on Mass Storage Systems and Technologies (MSS'03)
DRPM: dynamic speed control for power management in server class disks
Proceedings of the 30th annual international symposium on Computer architecture
Characteristics of WWW Client-based Traces
Characteristics of WWW Client-based Traces
Energy conservation techniques for disk array-based servers
Proceedings of the 18th annual international conference on Supercomputing
Power-Aware Storage Cache Management
IEEE Transactions on Computers
Software-Directed Disk Power Management for Scientific Applications
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Disk Drive Roadmap from the Thermal Perspective: A Case for Dynamic Thermal Management
Proceedings of the 32nd annual international symposium on Computer Architecture
Disk layout optimization for reducing energy consumption
Proceedings of the 19th annual international conference on Supercomputing
More Than an Interface---SCSI vs. ATA
FAST '03 Proceedings of the 2nd USENIX Conference on File and Storage Technologies
Hibernator: helping disk arrays sleep through the winter
Proceedings of the twentieth ACM symposium on Operating systems principles
Energy-aware data prefetching for multi-speed disks
Proceedings of the 3rd conference on Computing frontiers
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 reduction of multiple disks using dynamic cache resizing and speed control
Proceedings of the 2006 international symposium on Low power electronics and design
Cooperative caching: using remote client memory to improve file system performance
OSDI '94 Proceedings of the 1st USENIX conference on Operating Systems Design and Implementation
Disk failures in the real world: what does an MTTF of 1,000,000 hours mean to you?
FAST '07 Proceedings of the 5th USENIX conference on File and Storage Technologies
Failure trends in a large disk drive population
FAST '07 Proceedings of the 5th USENIX conference on File and Storage Technologies
Assessing Green Strategies in Peer-to-Peer Opportunistic Grids
Journal of Grid Computing
Thermal Modeling of Hybrid Storage Clusters
Journal of Signal Processing Systems
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Energy conservation schemes based on power management or workload skew for disk arrays adversely affect disk reliability due to either workload concentration or frequent disk speed transitions. A thorough understanding of the relationship between energy-saving techniques and disk reliability is still an open problem, which prevents effective design of new energy-saving techniques and application of existing approaches in reliability-critical environments. This paper presents an empirical reliability model, called PRESS (Predictor of Reliability for Energy-Saving Schemes). Fed by operating temperature, disk utilization, and disk speed transition frequency, PRESS estimates the reliability of an entire disk array. Further, a new energy-saving strategy with reliability awareness named READ (Reliability and Energy Aware Distribution) is developed in the light of the insights provided by PRESS. Experimental results demonstrate that READ consistently performs better than existing approaches in performance and reliability while achieving a comparable level of energy consumption.