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[IMP] Research and Benchmark cuGraph Sampling with Host Pinned Memory #37

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alexbarghi-nv opened this issue Aug 28, 2024 · 1 comment
Closed
Tracked by #4350

[IMP] Research and Benchmark cuGraph Sampling with Host Pinned Memory #37

alexbarghi-nv opened this issue Aug 28, 2024 · 1 comment
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improvement Improves an existing functionality

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alexbarghi-nv commented Aug 28, 2024 •
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Currently, managed memory is the preferred approach for sampling in resource-constrained environments, but it has a number of drawbacks, including large page sizes. UVA is already used by DGL in its GPU-enabled sampling approach; it would be good to see how it performs within cuGraph.

See: rapidsai/rmm#1392
@alexbarghi-nv alexbarghi-nv added the improvement Improves an existing functionality label Aug 28, 2024
@alexbarghi-nv alexbarghi-nv self-assigned this Aug 28, 2024
@alexbarghi-nv alexbarghi-nv mentioned this issue Aug 28, 2024
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No longer planned; we are integrating the Chang/DLFW WholeGraph storage solution.

@alexbarghi-nv alexbarghi-nv closed this as not planned Won't fix, can't repro, duplicate, stale Nov 1, 2024
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