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starvz: R-Based Visualization Techniques for Task-Based Applications

Performance analysis workflow that combines the power of the R language (and the tidyverse realm) and many auxiliary tools to provide a consistent, flexible, extensible, fast, and versatile framework for the performance analysis of task-based applications that run on top of the StarPU runtime (with its MPI (Message Passing Interface) layer for multi-node support). Its goal is to provide a fruitful prototypical environment to conduct performance analysis hypothesis-checking for task-based applications that run on heterogeneous (multi-GPU, multi-core) multi-node HPC (High-performance computing) platforms.

Version: 0.8.2
Depends: R (≥ 3.6.0)
Imports: methods, grDevices, stats, utils, magrittr, dplyr, ggplot2, tibble, rlang, tidyr, patchwork, purrr, readr (≥ 1.4.0), stringr, yaml, lpSolve, gtools, data.tree, RColorBrewer, zoo, Rcpp
LinkingTo: Rcpp (≥ 1.0.6), BH
Suggests: arrow (≥ 3.0.0), testthat, flexmix, car, viridis, ggrepel, mclust
Published: 2024-09-08
DOI: 10.32614/CRAN.package.starvz
Author: Lucas Mello Schnorr ORCID iD [aut, ths], Vinicius Garcia Pinto ORCID iD [aut], Lucas Leandro Nesi ORCID iD [aut, cre], Marcelo Cogo Miletto ORCID iD [aut], Guilherme Alles [ctb], Arnaud Legrand [ctb], Luka Stanisic [ctb], Rémy Drouilhet [ctb]
Maintainer: Lucas Leandro Nesi <lucas.nesi at inf.ufrgs.br>
BugReports: https://github.com/schnorr/starvz/issues
License: GPL-3
URL: https://github.com/schnorr/starvz
NeedsCompilation: yes
SystemRequirements: C++, arrow package with gzip codec, StarPU
CRAN checks: starvz results

Documentation:

Reference manual: starvz.pdf

Downloads:

Package source: starvz_0.8.2.tar.gz
Windows binaries: r-devel: starvz_0.8.2.zip, r-release: starvz_0.8.2.zip, r-oldrel: starvz_0.8.2.zip
macOS binaries: r-release (arm64): starvz_0.8.2.tgz, r-oldrel (arm64): starvz_0.8.2.tgz, r-release (x86_64): starvz_0.8.2.tgz, r-oldrel (x86_64): starvz_0.8.2.tgz
Old sources: starvz archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=starvz to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.