hpcwld: High Performance Cluster Models Based on Kiefer-Wolfowitz Recursion

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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.

Author
Alexander Rumyantsev [aut, cre]
Date of publication
2015-02-17 19:32:19
Maintainer
Alexander Rumyantsev <ar0@sampo.ru>
License
GPL (>= 2)
Version
0.5
URLs

View on CRAN

Man pages

ApproxC
Approximate, dynamic iterative computation of the stability...
DataToSWF
Convertor from a dataframe to Standart Workload Format
DMC
Distributional Measure of Correlation
FromSWF
Convertor to a dataset from a Standart Workload Format
HPC_KRC
Workload data for High Performance Cluster of High...
HPC_KRC2
Workload data for High Performance Cluster of High...
hpcwld-package
Model and data for High Performance Cluster workload
StabC
Stability constant for a workload of a High Performance...
ToSWF
Convertor from a dataset to Standart Workload Format
Wld
Workload of a High Performance Cluster model
X
Dataset with raw workload data from HPDC KRC RAS

Files in this package

hpcwld
hpcwld/NAMESPACE
hpcwld/data
hpcwld/data/HPC_KRC2.rda
hpcwld/data/X.rda
hpcwld/data/HPC_KRC.rda
hpcwld/R
hpcwld/R/ApproxC.R
hpcwld/R/DataToSWF.R
hpcwld/R/FromSWF.R
hpcwld/R/DMC.R
hpcwld/R/StabC.R
hpcwld/R/Wld.R
hpcwld/R/ToSWF.R
hpcwld/MD5
hpcwld/DESCRIPTION
hpcwld/man
hpcwld/man/Wld.Rd
hpcwld/man/ToSWF.Rd
hpcwld/man/DataToSWF.Rd
hpcwld/man/StabC.Rd
hpcwld/man/ApproxC.Rd
hpcwld/man/FromSWF.Rd
hpcwld/man/HPC_KRC.Rd
hpcwld/man/X.Rd
hpcwld/man/HPC_KRC2.Rd
hpcwld/man/hpcwld-package.Rd
hpcwld/man/DMC.Rd