Current analysis

Linux cluster articles and reviews.

Source-backed analysis of cluster architecture, AI infrastructure, software stacks, operations, and the systems entering production now.

  1. AMD Helios vs NVIDIA Vera Rubin NVL72: side-by-side rack comparison

    Compare architecture, HBM, scale-up and scale-out fabrics, Linux software, operational maturity, and the important power, price, reliability, and benchmark gaps that remain unresolved.

    · Comparison

  2. AMD Helios review: a credible rack-scale alternative whose software and measurements still matter

    How AMD's 72-GPU reference design compares with NVIDIA Vera Rubin, where Linux and ROCm fit, and which claims operators should test before treating Helios as a production platform.

    · Architecture review

  3. NVIDIA Vera Rubin NVL72 review: the rack-scale baseline enters a new generation

    What NVIDIA's 72-GPU system changes, how its Linux and CUDA stack is assembled, and why its projected inference efficiency still needs workload-level verification.

    · Architecture review

  4. Etched inference cluster review: Linux, architecture, and evidence

    What Etched means by a frontier inference cluster, where Linux fits, why the hardware is interesting, and why the performance case still needs independent proof.

    · Architecture review