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hpcwld

High Performance Cluster Models Based on Kiefer-Wolfowitz Recursion

Installation

About

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.

Key Metrics

Version 0.6-5
R ≥ 2.10
Published 2022-06-26 812 days ago
Needs compilation? no
License GPL-2
License GPL-3
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Maintainer

Maintainer

Alexander Rumyantsev

Authors

Alexander Rumyantsev

aut / cre

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

hpcwld archive

Depends

R ≥ 2.10