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AI Video Thumbnail 1 illustration related to 10 Ways AI and Machine Learning Benefit from Faster IO with SupremeRAID

Blog

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

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News & Resources

Podcast

September 14, 2026

Breaking the KV Cache Inference Wall — Solidigm Data Insights Podcast, Featuring Graid Technology

"You've got a four-lane highway, and to get to your storage, you have to go down to a one-lane bridge." Garrett McKibben joins Solidigm on TechArena's Data Insights podcast to unpack why KV cache overflow is choking AI inference.

Rethinking RAID for AI: GPU-Powered Storage | Graid Technology

Video

September 9, 2026

Rethinking RAID for AI: Inside Graid Technology's GPU-Powered Storage

Graid Technology CEO Leander Yu and VP of Product Development Alven Yen explain how moving RAID processing onto the GPU breaks the bottleneck traditional controllers cannot solve, delivering 36 million GPU-initiated IOPS for AI infrastructure.

Events

September 4, 2026

Join Graid Technology at DTF Taipei

Join Graid Technology at Dell Technologies Forum Taipei 2026 and discover how SupremeRAID™ AE transforms local NVMe storage into a high-performance, scalable, and protected extended KV cache—reducing redundant computation and accelerating time to first token (TTFT).

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Built for Every Architecture. Ready for What's Next.

From GPU Accelerated Storage by SupremeRAID™ to CPU-native performance from VROC™ by Graid Technology, Graid Technology eliminates bottlenecks across AI inference, HPC, and enterprise workloads. Contact our team to get started.