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Use full name of GPUDirect Storage SDK in docs #10904

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10 changes: 5 additions & 5 deletions docs/cudf/source/user_guide/io.md
Original file line number Diff line number Diff line change
Expand Up @@ -80,15 +80,15 @@ IO format.

- \[¹\] - Not GPU-accelerated.

## GPUDirect Storage Integration
## Magnum IO GPUDirect Storage Integration

Many IO APIs can use GPUDirect Storage (GDS) library to optimize IO
operations. GDS enables a direct data path for direct memory access
Many IO APIs can use Magnum IO GPUDirect Storage (GDS) library to optimize
IO operations. GDS enables a direct data path for direct memory access
(DMA) transfers between GPU memory and storage, which avoids a bounce
buffer through the CPU. GDS also has a compatibility mode that allows
the library to fall back to copying through a CPU bounce buffer. The
the library to fall back to copying through a CPU bounce buffer. The
SDK is available for download
[here](https://developer.nvidia.com/gpudirect-storage). GDS is also
[here](https://developer.nvidia.com/gpudirect-storage). GDS is also
included in CUDA Toolkit 11.4 and higher.

Use of GPUDirect Storage in cuDF is enabled by default, but can be
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