High Performance Cluster Models Based on Kiefer-Wolfowitz Recursion
Approximate, dynamic iterative computation of the stability constant f...
Convertor from a dataframe to Standart Workload Format
Distributional Measure of Correlation
Convertor to a dataset from a Standart Workload Format
Model and data for High Performance Cluster workload
This function gives the maximal throughput of a two-server supercomput...
Convertor from a dataset to Standart Workload Format
Workload of a High Performance Cluster model
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>.