Wednesday, March 18, 2026

Supermicro Introduces BlueField-4 STX Storage Server for AI Inference

Supermicro has unveiled one of the industry’s first context memory (CMX) storage servers, built on NVIDIA’s newly introduced STX reference architecture, aimed at accelerating the full lifecycle of AI workloads. Designed to address the growing demands of long-lived AI queries and multi-stage, agentic workflows, the CMX server enables efficient storage and retrieval of key-value (KV) cache data, reducing the need for recomputation while improving performance and lowering power consumption. By leveraging NVIDIA Dynamo for inference orchestration, the solution enhances access to prior and intermediate tokens essential for complex AI processing.

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“Supermicro continues to be first to market with new rack scale architectures designed to exceed the needs of a rapidly evolving AI Factory customer base,” said Charles Liang, president and CEO of Supermicro. “Building upon last year’s introduction of the Petascale JBOF (Just a Bunch of Flash), where we proved the feasibility of a JBOF powered by NVIDIA BlueField-3 DPUs, we have developed the CMX storage server. Our prototype of the latest storage architecture demonstrates the level of our collaboration with NVIDIA, and our commitment to be first-to-market with game changing technologies.” In addition, Supermicro introduced seven AI Data Platform solutions at NVIDIA GTC 2026, reinforcing its ecosystem partnerships and focus on enterprise AI infrastructure.

Read More: Supermicro Among First to Unveil NVIDIA BlueField-4 STX Storage Server to Improve AI Inference

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