Programming with Big Data -- Demonstrations of pbd Packages


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Documentation for package ‘pbdDEMO’ version 0.1-1

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pbdDEMO-package Demonstrations and Examples for the pbd Project
.DEMO.CT A set of controls in pbdDEMO
balance.info Load Balance of Dataset
dmat2gbd GBD Matrix to Distributed Dense Matrix and vice versa
gbd2dmat GBD Matrix to Distributed Dense Matrix and vice versa
load.balance Load Balance of Dataset
mpi.bin MPI Demonstration
mpi.ols MPI Demonstration
mpi.quantile MPI Demonstration
mpi.stat MPI Demonstration
ncvar_get_dmat Read and Write Parallel NetCDF4 Files in GBD and ddmatrix Format
ncvar_get_gbd Read and Write Parallel NetCDF4 Files in GBD and ddmatrix Format
ncvar_put_dmat Read and Write Parallel NetCDF4 Files in GBD and ddmatrix Format
ncvar_put_gbd Read and Write Parallel NetCDF4 Files in GBD and ddmatrix Format
plot_dmat Visualizing the DMAT Data Structure
Practical Example Surface Air Temperature at Reference Height (TREFHT)
read.csv.ddmatrix A Simple Parallel CSV Reader
read.sql.ddmatrix A Simple Parallel SQL Reader
timer A Timing Function for SPMD Routines
TREFHT Surface Air Temperature at Reference Height (TREFHT)
unload.balance Load Balance of Dataset
verify.chol At-Scale Verification Routines for Distributed Linear Algebra
verify.inverse At-Scale Verification Routines for Distributed Linear Algebra
verify.solve At-Scale Verification Routines for Distributed Linear Algebra
verify.svd At-Scale Verification Routines for Distributed Linear Algebra