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July 6, 2024

10 Ways AI and Machine Learning Benefit from Faster IO with SupremeRAID™

Discover the future of AI and ML with SupremeRAID™! 🚀

GPU-based SupremeRAID™ eliminates RAID bottlenecks, delivering faster I/O, improved read/write performance, and over 50% more usable storage capacity. By offloading RAID functions to the GPU, it frees up CPU power for more applications and tasks. Watch our video "10 Ways AI ML Benefit from Faster IO with SupremeRAID™" to see how our cutting-edge technology is revolutionizing storage performance.

To learn more about SupremeRAID™ for AI and machine learning, visit https://graidtech.com/products/supremeraid-ae

https://www.youtube.com/watch?v=RIj4IDnpaqc

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News & Resources

Join Graid Technology at the 2026 Dell Technologies Forum Shanghai on August 21! Discover how Dell × SupremeRAID™ solutions power AI from cloud to edge—from private AI and HPC clusters to edge AI and KV Cache offloading—with 2–10× higher storage performance, up to 80 GB/s per node, and up to 24× faster TTFT.
Don't miss our joint speaker session with Supermicro, where we'll walk through scaling approaches across every tier, from single-server to rack-scale to monolithic deployments, and show how dense NVMe GPU platforms paired with SupremeRAID™ turn SSDs into a high-performance, protected KV cache tier. If storage is becoming your AI infrastructure bottleneck, this is the session to catch. See you at FMS 2026!
Graid Technology has achieved an industry-first benchmark: 100 million IOPS on a protected RAID 5 volume for GPU-initiated I/O, built from 32 KIOXIA XD8 NVMe SSDs. The result shows that resilient NVMe storage can now operate at the scale that current and future AI deployments require, which is especially significant for environments that require both extreme performance and enterprise-class data protection. In benchmark testing with a WholeGraph training workload, [...]