Performance impacts of autocorrelated flows in multi-tiered systems

Authors:
Ningfang Mi
Affiliations:
College of William and Mary, Williamsburg, VA
Venue:
ACM SIGMETRICS Performance Evaluation Review
Year:
2007

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Performance impacts of autocorrelated flows in multi-tiered systems

Performance Evaluation

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Abstract

We focus on the general problem of capacity planning and performance prediction of multi-tiered systems. Workload characterization studies of such systems usually examine the stochastic characteristics of arrivals to the system and wait/service times at various tiers aiming at bottleneck identification, diagnosing the conditions under which bottlenecks are triggered, and assisting the development of resource management policies to improve performance or provide service level provisioning.