gpu infrastructure
12 articles
ROCm Hyperloom 1.0: Inference Optimization Pilot Gates
A 2026 enterprise guide to ROCm Hyperloom 1.0 inference optimization: compatibility, credential and egress controls, independent correctness checks, benchmark acceptance and rollback evidence.
GPU Memory Snapshot Recovery for Inference: Compatibility
A 2026 qualification guide to GPU inference snapshots: driver and chip compatibility, attributed cold-start measurements, a runnable validation protocol, and a worksheet comparing restore with warm replicas.
Neocloud Operational Readiness: Proving 24/7 GPU Support
A 2026 guide to neocloud operational readiness for lenders: audit qualified coverage, trace alerts to restored GPU service, and turn witnessed recovery evidence into a lender register.
GPU Cloud SLA Decoder: Uptime, Credits and Capacity
Decode GPU cloud SLA terms in 2026: compare service boundaries, maintenance exclusions, claim deadlines and capacity obligations, then reproduce uptime and service-credit calculations.
VMware Private AI Cloud in VCF 9.1.1: Now vs Next
A 2026 implementation guide to VCF 9.1.1 Private AI Cloud: what is generally available, which AI Gateway and sandbox features are future releases, and the hardware, license and pilot evidence buyers should request.
How to Qualify GPUDirect Storage with GDSIO: Runbook
A 2026 qualification runbook for GPUDirect Storage: check filesystem and topology support, verify gdscheck and gdsio results, detect CPU fallback, and record reproducible local baselines.
CUDA Driver Toolkit Container Compatibility Gate
A 2026 production guide to CUDA driver, toolkit, and container compatibility, with dated driver ranges, framework checks, canary commands, and rollback criteria.
AMD MI355X Production Clusters: Buyer Evidence
A 2026 evidence audit of AMD MI355X production clusters, covering HUMAIN's live deployment, 1,400 W power, 800G networking, acceptance gates, availability, and B200 context.
NVIDIA DSX Due Diligence: Adoption and Contract Guide
A 2026 buyer's guide to NVIDIA DSX architecture, module ownership, MaxLPS evidence, IT/OT controls, contract schedules, and measurable acceptance tests.
vLLM 0.29 Upgrade Guide: Runner V2 and API Checks
A 2026 production upgrade guide for vLLM 0.29.0 covering Model Runner V2 validation, immutable CUDA and ROCm artifacts, endpoint exposure, canary tests, and rollback evidence.
ROCm 10 Upgrade Guide: Compatibility and Rollback
A 2026 production runbook for ROCm 10.0.0 covering MI200, MI300 and MI350 support tuples, canary validation, known-issue triage and rehearsed rollback.
GPU Cluster Power Consumption Calculator: PUE and MWh
A 2026 audit-ready GPU cluster energy calculator covering inventory power, phase-based annual MWh, PUE boundaries, tariff costs, emissions and a fictional worked example.