CMU-CS-03-198 Computer Science Department School of Computer Science, Carnegie Mellon University
Bounds on a Fair Policy with near Optimal Performance Adam Wierman, Mor Harchol-Balter November 2003
CMU-CS-03-198.ps
In this work, we present the first queueing analysis of FSP. This analysis yields close upper and lower bounds on the mean response time and mean slowdown of the M/GI/1/FSP queue. Our upper bound shows that the improvement of FSP over PS is substantial: for all job size distributions, the mean response time and mean slowdown under FSP are a fraction of that under PS. For distributions with decreasing failure rate the improvement is even greater. We also prove that the mean response time of SRPT and FSP are quite close. Lastly, our bounds reveal that FSP has yet another desirable property: similarly to PS, the FSP policy is largely insensitive to the variability of the job size distribution. 14 pages
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