Kiran K. Modukuri – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2023-03-22T01:16:55Z http://www.open-lab.net/blog/feed/ Kiran K. Modukuri <![CDATA[Accelerating IO in the Modern Data Center: Magnum IO Storage Partnerships]]> http://www.open-lab.net/blog/?p=39968 2023-03-22T01:16:55Z 2021-11-09T09:30:00Z With computation shifting from the CPU to faster GPUs for AI, ML and HPC applications, IO into and out of the GPU can become the primary bottleneck to the...]]>

With computation shifting from the CPU to faster GPUs for AI, ML and HPC applications, IO into and out of the GPU can become the primary bottleneck to the overall application performance. NVIDIA created Magnum IO GPUDirect Storage (GDS) to streamline data movement between storage and GPU memory and remove performance bottlenecks in the platform, like being forced to store and forward data…

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]]> 1 Kiran K. Modukuri <![CDATA[Accelerating IO in the Modern Data Center: Magnum IO Storage]]> http://www.open-lab.net/blog/?p=35783 2022-08-21T23:52:25Z 2021-08-23T18:02:00Z This is the fourth post in the Accelerating IO series. It addresses storage issues and shares recent results and directions with our partners. We cover the new...]]>

This is the fourth post in the Accelerating IO series. It addresses storage issues and shares recent results and directions with our partners. We cover the new GPUDirect Storage release, benefits, and implementation. Accelerated computing needs accelerated IO. Otherwise, computing resources get starved for data. Given that the fraction of all workflows for which data fits in memory is…

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