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Solution Brief
September 16, 2025
Next-Gen Innovation Starts Here: Deliver Unparalleled NVMe RAID Performance with Greater Flexibility and Precision Control
Redefine Agility at Scale in High-Performance Storage Solutions with Graid Technology, ATTO Technology, and ScaleFlux®
In today’s data-driven world, enterprises must push beyond raw compute power: storage must keep up. Our latest joint solution brief outlines how high-performance NVMe storage, GPU-offloaded RAID, and computational SSDs combine to deliver tangible benefits for AI/ML, edge computing, media pipelines, and more.
📈 Key Benefits
- Zero CPU RAID burden by offloading parity, striping, and rebuild to the GPU — freeing up CPU cycles for core AI tasks or orchestration.
- Low latency, high throughput NVMe access enabled by ATTO’s ExpressNVM switch adapters, which bypass traditional bottlenecks in the CPU root complex.
- In-drive preprocessing & compression via ScaleFlux drives, reducing I/O overhead and accelerating checkpoint writes, reads, and dataset movement.
- Space, power, and cost savings thanks to high density design, efficient use of PCIe slots, and reducing extraneous hardware.
🔍 Use Cases
- Edge AI & Industrial IoT where compact deployments demand high-throughput storage with minimal power and space overhead.
- Media & Entertainment / 4K-8K video ingest & rendering workflows that require fast data staging, frequent checkpointing, and large media assets.
- High-Performance Computing & Research tasks with large datasets, rapid iteration, and shared NVMe storage without performance degradation.
- Enterprise IT environments scaling private clouds, supporting real-time analytics or AI model training/inference where performance, reliability, and efficiency are non-negotiable.
✅ Get the Solution Brief
If you’re responsible for architecting or managing infrastructure for AI/ML, edge systems, media pipelines, or any environment where storage becomes the bottleneck — this brief shows you a path forward. It lays out not just what is possible, but how to build a storage stack that removes latency, reduces hardware overhead, and maximizes resource utilization.
The ATTO / SupremeRAID / ScaleFlux solution isn’t a marginal upgrade—it’s a rethinking of how storage should work in modern, data-intensive environments. Get the brief now to see how your infrastructure can scale smarter.
News & Resources
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.
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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.
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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).