Accelerating Storage IO to GPUs
Additional Session Leaders Event Type
Birds of a Feather
TimeTuesday, 16 November 202112:15pm - 1:15pm CST
DescriptionWhether you’re exploring petabytes of geological data, training massive neural networks, or modeling high-speed financial trading, your GPU-dependent applications are burdened by slow I/O when loading datasets. Historically, CPUs control GPU I/O. As computation shifts from slower CPUs to faster GPUs, the need to bypass CPUs and accelerate GPU-storage traffic to relieve these performance bottlenecks increases. This session will provide a brief overview of key trends, available solutions,and illustrative application performance gains in this space. The majority of the session will engage in an open, forward-looking discussion with the gathered community on promising areas for investigation.
Additional Session Leaders