r package future parallel-processing hpc parallel asynchronous compute-clusters presentation dofuture slides talk parallelly remote-evaluation performance foreach progressr video future.batchtools future.apply cloud cran memory rng rprofile startup configuration distributed-processing future-ten-years futureverse lapply matrix matrixstats future.batchjobs future.callr options progress-updates garbage-collection gsoc packages renviron apply bioconductor coercion dopar environment-variables furrr future.p2p history linux-containers mailing-list milestone output p2p plyr project purrr r-help remote-graphics shiny standard-output stdout anacron archive availablecores biocparallel c capture.output cgroups cli concurrency crashes crayon dask deprecation detectcores docker dorng edmonton-r-user-group-meetup erum-2020 erum2018 for-loop future-backend future.tests futurize gke globals google-kubernetes-engine graphics guest-post helm help i18n interactive-graphics interrupts kubernetes latex latinr-2025 locale map map-reduce mapply microbenchmark ms-windows name-attributes pdf port profiling prompt purr r-announce r-devel r.rsp r.utils remote-parallel-processing replicate repositories rocker rstudio rstudio-server rstudioconf-2020 sapply satrday-la-2019 satrday-paris-2019 secrets ssh tapply taskcallbackmanager termination testing trick unlist user-2016 user-2019 user-2022 user-2025 user-interrupts validation vapply vignette yegrug

r (74)

package (55)

future (47)

parallel-processing (41)

hpc (34)

parallel (29)

asynchronous (26)

compute-clusters (22)

guest-post (1)

Author's picture

Henrik Bengtsson

MSc CS | PhD Math Stat | Associate Professor | R Foundation | R Consortium

Associate Professor