Insights · AI · HPC · Procurement
Server, AI & HPC Technology Insights
Expert perspectives on rack servers, GPU platforms, storage, and federal procurement from the New Tech Solutions engineering team.
Blog
Use the topic cards to jump into GPU, federal, or storage themes—or scroll to the full article list with tags and archives.
Every post stays reachable below: same NopCommerce blog listing, pagination, and filters—now under the Elite hub chrome shared with /server-3.
Topics
Jump to article themes or product hubs—then browse the full post list below.
Practical notes on AI/HPC infrastructure, storage, cooling, and procurement - not generic marketing fluff.
No - treat posts as guidance. Your BOM still needs an architecture review and current silicon availability.
Silicon moves fast; confirm lead times and SKUs at quote time.
Ask marketing/sales for permission and the preferred citation - especially for public RFPs.
Articles
Engineering and procurement insights—filter with tags or archives in the sidebar.
Workloads that offload math-heavy kernels to GPUs, DPUs, or FPGAs instead of CPU alone—core to NTS AI training, inference, and HPC cluster builds.
Any job pattern—train, fine-tune, infer, embed—characterized for NTS BOM selection by FLOPS, memory, and I/O.
Systems that learn patterns from data to classify, generate, or decide—delivered at NTS as GPU platforms with secure staging.
IoT devices plus on-device or edge AI that act on sensor streams without round-tripping every sample to a central cloud.
Cloud-like provisioning of dedicated physical servers without a shared hypervisor—useful for licensed software and noisy-neighbor avoidance.
A physical host dedicated to one tenant or workload; NTS images, burns in, and ships with firmware baselines for federal builds.
Silicon or virtualized functions that modulate/demodulate radio waveforms in cellular systems—often co-located with edge compute.
High-volume, high-velocity datasets that need distributed compute and scalable storage rather than a single RDBMS.
Hosts optimized for validator or ledger node workloads with reliable networking and secure key storage.
Baseboard Management Controller—out-of-band firmware that enables remote power, console, and health monitoring independent of the OS.
Temporary CPU/GPU frequency increase above base clocks when thermal and power headroom allow—factored into NTS cooling designs.
Reporting and dashboards on curated enterprise data; increasingly adjacent to GPU-accelerated predictive models.
Controller Area Network—a rugged vehicle/industrial serial bus; relevant when edge gateways bridge OT protocols to IP networks.
Classic split where clients request services from centralized servers—still the backbone of most enterprise apps NTS hosts.
A virtual or bare-metal instance offered through a cloud control plane with elastic sizing.