High Performance Cluster Models Based on Kiefer-Wolfowitz
Recursion
Description
Probabilistic models describing the behavior
of workload and queue on a High Performance Cluster and computing GRID
under FIFO service discipline basing on modified Kiefer-Wolfowitz
recursion. Also sample data for inter-arrival times, service times,
number of cores per task and waiting times of HPC of Karelian
Research Centre are included, measurements took place from 06/03/2009 to 02/30/2011.
Functions provided to import/export workload traces in Standard Workload Format (swf).
Stability condition of the model may be verified either exactly, or approximately.
Stability analysis: see Rumyantsev and Morozov (2017) ,
workload recursion: see Rumyantsev (2014) .
