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) , workload recursion: see Rumyantsev (2014) .


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install.packages("hpcwld")

0.6-5 by Alexander Rumyantsev, 4 years ago


Browse source code at https://github.com/cran/hpcwld


Authors: Alexander Rumyantsev [aut, cre]


Documentation:   PDF Manual  


GPL (>= 2) license



See at CRAN