FMS Speaker Session 2026
Events
July 30, 2026

FMS 2026 Speaker Session with Supermicro

AI inference is breaking the old rules of storage.

As context windows grow, agent sessions multiply, and concurrent users scale, KV cache is emerging as the real performance bottleneck for LLM inference. Traditional storage architectures weren't built for this shift. At FMS 2026, Graid Technology is teaming up with Supermicro to unpack how to build AI storage infrastructure that actually scales with today's inference workloads.

📍 Session: AI Storage Made Better, Together: Scaling Approaches to AI Storage Infrastructure

🗓️ August 4 | 8:35 AM

📌 Santa Clara Convention Center, Mission City Ballroom

Speakers:

🎙️ Randy Kreiser, Field CTO, Graid Technology

🎙️ Paul McLeod, Product Director, Storage Systems, Supermicro

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 Graid Technology's 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!

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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, [...]