Futureverse
Packages & Docs
Overview of All Packages
Core Future API
future (core of the future framework)
Map-Reduce Future APIs
future.apply (base R apply with futures)
furrr (purrr with futures)
doFuture (a foreach adapter)
Parallel Backends
future (built-in, local & remote parallelization)
future.batchtools (use HPC scheduler)
future.callr (local callr parallelization)
future.mirai (parallelize via mirai)
Utilities
listenv (Use %<-% for list-like structures)
parallelly (enhances the parallel package)
progressr (progress updates in parallel)
For low-level developers
globals (identify globals)
future.tests (validate future backends)
Experimental
future.tools (tools for working with futures)
BiocParallel.FutureParam (a BiocParallel addon)
marshal (export non-exportable objects)
Parallel Backends
Tutorials
Talks
Use & Stats
Quality
Blog
Publications
Roadmap
About
Tutorials
Tutorials on Using Futures
Futureverse: A Unifying Parallelization Framework in R for Everyone (RaukR 2025)
Henrik Bengtsson
RaukR Summer School 2025, R Beyond the Basics, Visby, Sweden
2025-06-12
Futureverse: Friendly Parallelization in R (useR! 2024)
Henrik Bengtsson
useR! 2024, Salzburg, Austria
2024-07-08
Futureverse: A Unifying Parallelization Framework in R for Everyone (RaukR 2024)
Henrik Bengtsson
RaukR Summer School 2024, Advanced R for Bioinformatics, Visby, Sweden
2024-06-12 and 2024-06-17
Futureverse - A Unifying Parallelization Framework in R for Everyone: STATS/BIODS 352: Topics in Computing for Data Science, Bridging Methodology and Practice, Stanford University, 2023
Henrik Bengtsson
Stanford University, California, United States
2023-04-20 and 2023-04-27
An Introduction to Futureverse for Parallel Processing in R (useR! 2022)
Henrik Bengtsson
useR! 2022 conference, worldwide (virtual)
2022-06-20