Digital Technology and Innovation (DTI), Siemens Healthineers’ central R&D hub for AI and digital innovation with global sites in the USA (Princeton, NJ), China, India, and Europe, leverages supercomputing infrastructure like the “Sherlock” cluster of Linux-based HGX-H100 and HGX-A100 nodes for deep learning on big data, collaborating with agencies, universities, and healthcare providers. Quobyte software helped by delivering scalable parallel file systems for tens of petabytes including 6PB all-flash NVMe, fast 3-way replication for zero-downtime fault tolerance, multi-cluster async replication for business continuity, and high-bandwidth performance supporting 1,600+ daily AI experiments on billions of medical images and datasets.

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