Characterization of moments and autocorrelation in MAPs
ACM SIGMETRICS Performance Evaluation Review
Disk scrubbing versus intra-disk redundancy for high-reliability raid storage systems
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Exploring the performance impact of stripe size on network attached storage systems
Journal of Systems Architecture: the EUROMICRO Journal
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
Measurement and analysis of large-scale network file system workloads
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
Efficient management of idleness in storage systems
ACM Transactions on Storage (TOS)
Exploiting the performance gains of modern disk drives by enhancing data locality
Information Sciences: an International Journal
Restrained utilization of idleness for transparent scheduling of background tasks
Proceedings of the eleventh international joint conference on Measurement and modeling of computer systems
Modelling Zoned RAID Systems Using Fork-Join Queueing Simulation
EPEW '09 Proceedings of the 6th European Performance Engineering Workshop on Computer Performance Engineering
Evaluation of disk-level workloads at different time scales
ACM SIGMETRICS Performance Evaluation Review
Using bulk arrivals to model I/O request response time distributions in zoned disks and RAID systems
Proceedings of the Fourth International ICST Conference on Performance Evaluation Methodologies and Tools
Feasibility regions: exploiting tradeoffs between power and performance in disk drives
ACM SIGMETRICS Performance Evaluation Review
Autonomic exploration of trade-offs between power and performance in disk drives
Proceedings of the 7th international conference on Autonomic computing
Disk drive workload captured in logs collected during the field return incoming test
WASL'08 Proceedings of the First USENIX conference on Analysis of system logs
Adaptive workload shaping for power savings on disk drives
Proceedings of the 2nd ACM/SPEC International Conference on Performance engineering
Disk Scrubbing Versus Intradisk Redundancy for RAID Storage Systems
ACM Transactions on Storage (TOS)
Efficiently identifying working sets in block I/O streams
Proceedings of the 4th Annual International Conference on Systems and Storage
HPDA: A hybrid parity-based disk array for enhanced performance and reliability
ACM Transactions on Storage (TOS)
Copy rate synchronization with performance guarantees for work consolidation in storage clusters
ACM SIGMETRICS Performance Evaluation Review
Busy bee: how to use traffic information for better scheduling of background tasks
ICPE '12 Proceedings of the 3rd ACM/SPEC International Conference on Performance Engineering
LoadIQ: learning to identify workload phases from a live storage trace
HotStorage'12 Proceedings of the 4th USENIX conference on Hot Topics in Storage and File Systems
Smart layers and dumb result: IO characterization of an android-based smartphone
Proceedings of the tenth ACM international conference on Embedded software
Quantitative estimation of the performance delay with propagation effects in disk power savings
HotPower'12 Proceedings of the 2012 USENIX conference on Power-Aware Computing and Systems
Characterization of incremental data changes for efficient data protection
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
I/O stack optimization for smartphones
USENIX ATC'13 Proceedings of the 2013 USENIX conference on Annual Technical Conference
Performance models of storage contention in cloud environments
Software and Systems Modeling (SoSyM)
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In this paper, we present a characterization of disk drive workloads measured in systems representing the enterprise, desktop, and consumer electronics environments. We observe that the common characteristics across all traces are disk drive idleness and workload burstiness. Our analysis shows that the majority of characteristics, including request disk arrival rate, response time, service time, WRITE performance, and request size, are environment dependent. However, characteristics such as READ/WRITE ratio and access pattern are application dependent.