[SYSTEMDS-2951] Multi-GPU Support for End-to-End ML Pipelines - ASF JIRA

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Details

Type: New Feature
Status: Open
Priority: Major
Resolution: Unresolved
Affects Version/s: None
Fix Version/s: None
Component/s: None
Labels:
- StudentProject
- StudentThesis

Description

The goal of this project is to extend the single-GPU runtime of SystemDS to support multiple GPUs and explore various operator placement strategies (starting heuristic) for heterogeneous hardware backends. This also includes an extension of the GPU memory manager.