SharedObject - Sharing R objects across multiple R processes without memory duplication

This package is developed for facilitating parallel computing in R. It is capable to create an R object in the shared memory space and share the data across multiple R processes. It avoids the overhead of memory dulplication and data transfer, which make sharing big data object across many clusters possible.

Last updated 4 months ago

infrastructuresharedobjectcpp

7.03 score 45 stars 1 dependents 6 scripts 296 downloads

gpuMagic - An openCL compiler with the capacity to compile R functions and run the code on GPU

The package aims to help users write openCL code with little or no effort. It is able to compile an user-defined R function and run it on a device such as a CPU or a GPU. The user can also write and run their openCL code directly by calling .kernel function.

Last updated 4 months ago

infrastructureocl-icdcpp

5.60 score 10 stars 1 scripts 216 downloads

aws.ecx - Communicating with AWS EC2 and ECS using AWS REST APIs

Providing the functions for communicating with Amazon Web Services(AWS) Elastic Compute Cloud(EC2) and Elastic Container Service(ECS). The functions will have the prefix 'ecs_' or 'ec2_' depending on the class of the API. The request will be sent via the REST API and the parameters are given by the function argument. The credentials can be set via 'aws_set_credentials'. The EC2 documentation can be found at <https://docs.aws.amazon.com/AWSEC2/latest/APIReference/Welcome.html> and ECS can be found at <https://docs.aws.amazon.com/AmazonECS/latest/APIReference/Welcome.html>.

Last updated 3 years ago

ec2ecsecs-functions

4.18 score 1 stars 2 scripts 268 downloads

ManagedCloudProvider - Providing the Kubernetes-Like Functions for the Non-Kubernetes Cloud Service

Providing the kubernetes-like class 'ManagedCloudProvider' as a child class of the 'CloudProvider' class in the 'DockerParallel' package. The class is able to manage the cloud instance made by the non-kubernetes cloud service. For creating a provider for the non-kubernetes cloud service, the developer needs to define a reference class inherited from 'ManagedCloudProvider' and define the method for the generics runDockerWorkerContainers(), getDockerWorkerStatus() and killDockerWorkerContainers(). For more information, please see the vignette in this package and <https://CRAN.R-project.org/package=DockerParallel>

Last updated 4 years ago

3.70 score 3 scripts 203 downloads

RedisBaseContainer - The Container for the DockerParallel Package

Providing the container for the DockerParallel package.

Last updated 4 years ago

3.70 score 1 scripts 234 downloads