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taskqueue  

Task Queue for Parallel Computing Based on PostgreSQL
View on CRAN: Click here


Download and install taskqueue package within the R console
Install from CRAN:
install.packages("taskqueue")

Install from Github:
library("remotes")
install_github("cran/taskqueue")

Install by package version:
library("remotes")
install_version("taskqueue", "0.2.0")



Attach the package and use:
library("taskqueue")
Maintained by
Bangyou Zheng
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-12-03
Latest Update: 2025-12-03
Description:
Implements a task queue system for asynchronous parallel computing using 'PostgreSQL' <https://www.postgresql.org/> as a backend. Designed for embarrassingly parallel problems where tasks do not communicate with each other. Dynamically distributes tasks to workers, handles uneven load balancing, and allows new workers to join at any time. Particularly useful for running large numbers of independent tasks on high-performance computing (HPC) clusters with 'SLURM' <https://slurm.schedmd.com/> job schedulers.
How to cite:
Bangyou Zheng (2025). taskqueue: Task Queue for Parallel Computing Based on PostgreSQL. R package version 0.2.0, https://cran.r-project.org/web/packages/taskqueue. Accessed 07 Aug. 2026.
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