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Implement parallelization to speed up S3 artifacts upload and download #12442

@nitays

Description

@nitays

Summary

Implement a client that supports parallelism such as s5cmd to enable much faster S3 artifacts I/O speeds, which is crucial when working with many and\or large files.

Use Cases

When working with many and\or large artifacts via S3 artifact repository on a Workflow, the part of uploading and downloading artifacts in the beginning of every step can take more than the processing time of the step itself.


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