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[GLUTEN-11524][VL] Support CPU/GPU hybrid task scheduling#12588

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marin-ma:support-hybrid-execution
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[GLUTEN-11524][VL] Support CPU/GPU hybrid task scheduling#12588
marin-ma wants to merge 1 commit into
apache:mainfrom
marin-ma:support-hybrid-execution

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@marin-ma

@marin-ma marin-ma commented Jul 21, 2026

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This PR adds CPU/GPU hybrid task scheduling support for the Velox backend.
When cudf and hybrid execution are enabled, fully GPU-compatible stages are assigned a GPU resource profile, while other stages continue to use CPU resources. It also adds configuration options for CPU and GPU resource names and the GPU resource amount per task.

Related issue: #11524

@marin-ma marin-ma changed the title [VL] Support CPU/GPU hybrid task scheduling [GLUTEN-11524][VL] Support CPU/GPU hybrid task scheduling Jul 21, 2026
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Run Gluten Clickhouse CI on x86

@github-actions github-actions Bot added CORE works for Gluten Core VELOX DOCS labels Jul 21, 2026
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