Eight NVIDIA DGX Spark systems, one shared RAID 5 protected QLC array. Storage Review measured 24.9GiB/s aggregate read with SupremeRAID™ handling parity on a GPU. Recap + full report: zurl.co/THkmx #GPUAcceleratedStorage

KV cache offload only helps inference when fetch beats recompute. Field CTO Randy Kreiser explains why in TechArena’s report, The Integrated Machine. zurl.co/hAize #GPUAcceleratedStorage #AIInference

📸 Highlights from #Cypher2026! Its AI focus was a perfect match for SupremeRAID™ AE and Supreme JBOF—accelerating NVMe storage and enabling KV cache offloading. AI ambition needs storage that can keep up, and that’s what we delivered

🇯🇵 Bringing GPU-accelerated storage to Japan IT Week Autumn 2026! Join Graid Technology at the OEC booth to explore storage solutions for demanding AI and HPC workloads. 🌟 Learn More:zurl.co/7O2bJ

"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 (Graid Technology) breaks down KV cache overflow on the Data Insights podcast, with a fix that moves the overflow to NVMe. Watch now: zurl.co/A5Azj

Rugged edge systems need resilient boot storage and fast mission-data protection in the same box. @TrentonSystems runs VROC™ by Graid Technology and SupremeRAID™ together in its U.S.-built 1U TRS14-18.5 server. zurl.co/iLoEn #GPUAcceleratedStorage #RuggedEdge

AI infrastructure doesn't fail because GPUs are slow. It fails when storage can't keep up. Watch Graid Technology CEO Leander Yu explain how SupremeRAID™ and GPU Accelerated Storage closes that gap for the AI era. zurl.co/lNZuj #GPUAcceleratedStorage #StorageTax

Join Graid Technology at Cypher 2026 in Bengaluru, October 7–9 -- BOOTH 34 -- to explore storage built for AI workloads. From local AI workloads to edge deployments, let’s talk about keeping data ready when your models need it. Learn More:zurl.co/bF9cg

Hardware RAID caps your NVMe array at 12–18% of line rate. Software RAID burns 18–28% of your CPU. With enterprise NVMe up ~257% since Q2 2025, the storage tax has never been more expensive. Here's how to stop paying it 👇 zurl.co/kA7QR

Offloading KV cache only helps if fetching it beats recomputing. Graid Technology's Field CTO Randy Kreiser talks with TechArena about why memory—not FLOPS—now gates AI inference economics. 👉 zurl.co/mpo1K #AIInference #KVCache #GPUAcceleratedStorage #AIInfraSummit