10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'02) Workload Service Requirements Analysis: A Queueing Network Optimization Approach Fort Worth, Texas October 11-October 16 ISBN: 0-7695-1840-0
The answers to many important performance related questions with multiclass queueing models depends upon having estimates for the service times of different classes of jobs. We present a general approach to infer the per-class service times at different servers in an environment where only server throughput, utilization and per-class response time measurements are available. The per-class service times are solutions to an optimization problem with queueing-theoretic formulas in the objective and constraints. We further study the impact of the variance of service times on the variance of response times. A few case studies are presented to demonstrate the power of our approach.
Citation:
L. Zhang, C. H. Xia, M. S. Squillante, W. N. Mills Iii, "Workload Service Requirements Analysis: A Queueing Network Optimization Approach," mascots, pp.0023, 10th IEEE International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunications Systems (MASCOTS'02), 2002 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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