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starburst: Seamless AWS Cloud Bursting for Parallel R Workloads
A 'future' backend that enables seamless execution of parallel R workloads on 'Amazon Web Services' ('AWS', <https://aws.amazon.com>), including 'EC2' and 'Fargate'. 'staRburst' handles environment synchronization, data transfer, quota management, and worker orchestration automatically, allowing users to scale from local execution to 100+ cloud workers with a single line of code change.
Getting started
Package overview
README.md
Detached Session Mode
Example: Bootstrap Confidence Intervals for A/B Testing
Example: Monte Carlo Portfolio Simulation
Example: Parallel Bulk API Calls
Example: Parallel Feature Engineering
Example: Parallel Geospatial Analysis
Example: Parallel Grid Search for Hyperparameter Tuning
Example: Parallel Portfolio Risk Modeling
Example: Parallel Report Generation
Getting Started with staRburst
Security Best Practices for staRburst
Troubleshooting staRburst
Browse package contents
Package details |
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| Author | Scott Friedman [aut, cre] |
| Maintainer | Scott Friedman <help@starburst.ing> |
| License | Apache License 2.0 |
| Version | 0.3.8 |
| URL | https://starburst.ing https://github.com/scttfrdmn/starburst |
| Package repository | View on CRAN |
| Installation |
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