hpcwld:High Performance Cluster Models Based on Kiefer-Wolfowitz
Recursion
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)
<doi:10.1007/s10479-015-1917-2>, workload recursion: see
Rumyantsev (2014) <doi:10.1109/PDCAT.2014.36>.
