Bound analysis of closed queueing networks with workload burstiness
SIGMETRICS '08 Proceedings of the 2008 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
ATC'08 USENIX 2008 Annual Technical Conference on Annual Technical Conference
KPC-Toolbox: best recipes toward automatization of workload fitting
ACM SIGMETRICS Performance Evaluation Review
Automatic stress testing of multi-tier systems by dynamic bottleneck switch generation
Proceedings of the 10th ACM/IFIP/USENIX International Conference on Middleware
Trace data characterization and fitting for Markov modeling
Performance Evaluation
BAP: a benchmark-driven algebraic method for the performance engineering of customized services
Proceedings of the first joint WOSP/SIPEW international conference on Performance engineering
CWS: a model-driven scheduling policy for correlated workloads
Proceedings of the ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Automatic stress testing of multi-tier systems by dynamic bottleneck switch generation
Middleware'09 Proceedings of the ACM/IFIP/USENIX 10th international conference on Middleware
KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes
Performance Evaluation
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
Multi-class Markovian arrival processes and their parameter fitting
Performance Evaluation
Building accurate workload models using Markovian arrival processes
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Building accurate workload models using Markovian arrival processes
ACM SIGMETRICS Performance Evaluation Review - Performance evaluation review
A flexible approach to efficient resource sharing in virtualized environments
Proceedings of the 8th ACM International Conference on Computing Frontiers
Self-similarity: Behind workload reshaping and prediction
Future Generation Computer Systems
Correlated phase-type distributed random numbers as input models for simulations
Performance Evaluation
Bandwidth allocation under end-to-end percentile delay bounds
International Journal of Network Management
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Nowadays, the need for storage devices arises in a wide range of computer and electronic devices such as enterprise systems, personal computers, and consumer electronics. Understanding workloads at the disk level in these different systems is essential for enhancement of disk reliability, availability, and performance. In this papel; we present a characterization of disk drive workloads in a wide range of applications and computing environments. Although often idle, disk drives in all environments exhibit high variability and strong burstiness in interarrival-times and request location. We identify long-range dependence as a key statistical characteristic that should be taken into consideration when modeling storage systems and synthetic workload generators.