pbdR

remoter

Control a remote R session from your local R session.

pbdMPI

MPI bindings for the pbdR project.

pbdDMAT

Distributed matrix classes and methods for the pbdR project.

pbdML

launchr

Launch a distributed R server on a cluster from a remote R session

pbdZMQ

Interface to ZeroMQ

pbdBASE

Set of base classes and methods for the pbdR project.

pbdNCDF4

Interface to Parallel Unidata NetCDF4 Format Data Files

pbdSLAP

ScaLAPACK/PBLAS/BLACS/LAPACK library for use with pbdR.

kazaam

Basic matrix and statistics operations for very tall distributed matrices.

pmclust

Parallel Model-Based Clustering

dimrgame

Dimension reduction computations in R on gpu's.

pbdIO

An interface to parallel input output packages with a focus on Single Program/Multiple Data ('SPMD') parallel programming style, which is intended for batch parallel execution.

R4HPC

Course materials for OLCF/CADES/ALCF/NERSC tutorial for Using R on Cluster Computers

singularity

Singularity configurations for R and pbdR packages.

docker

Docker configurations for pbdR packages.

mpi_balance

An MPI example of balancing number of R instances per node and available cores per R instance.

cop

Custom operations for MPI reductions

glmrgame

glm computations in R on gpu's.

KPMS-IT4I

pbdPROF

MPI Profilling Tools.

tasktools

Tools for task-based parallelism with MPI via pbdMPI with automatic checkpoint/restart.

coral2

CORAL-2 Big Data Analytics Benchmarks

dmx

Distributed matrix extras.

hola

Helpful Operating Link to Adios - An R interface to the ADIOS2 library.

KPMS-IT4I-EX

Companion to KPMS-IT4I with exercises

pbdRticles

Some long-form R/pbdR articles.

pbdXGB

Extreme Gradient Boosting for Distributed Learning

ROBUST2022

Course materials for High Performance Statistical Computing with R at ROBUST 2022 conference in Volyně, Czechia

website

pbdr.org