Extreme Compute needs Extreme IO. The convergence of HPC and AI are using GPUs in wider range of applications than ever before on multitude of platforms ranging from edge devices, commodity hardware to high performance supercomputers. Larger datasets enable more accurate AI models which gathers deeper information enabling enterprises to collect more and more data. This virtuous cycle is enabling the explosive demands in processing larger amounts of data and the need to reduce IO bottlenecks is greater than ever.