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.
Compute, storage, and virtualization combined in appliance-like nodes managed as a cluster.
Web-scale architectures emphasizing commodity servers, automation, and failure-tolerant software.
Keeping working sets in RAM (or persistent memory) for microsecond-class analytics and caching.
Addressing schemes: IPv4 scarcity vs IPv6 abundance—NTS dual-stacks fabrics during modernization.
The servers, storage, networks, and facilities that run the business—designed, staged, and supported by NTS.
Transformer models trained on vast text corpora for generation and reasoning; need high-VRAM GPUs and fast storage.
Using coolant instead of air alone to remove heat from dense CPU/GPU racks—CDUs, cold plates, or immersion.
Decomposing apps into independently deployable services communicating over APIs.
Multiplexer Rank DIMM technology increasing memory bandwidth for high-core servers and AI hosts.
Designs that scale by adding servers rather than only scaling up a single chassis.
Techniques for machines to understand and generate human language—core to LLM applications.
Overlay networks and virtual switches decoupling logical networks from physical ports.
Memory architecture where local node RAM is faster than remote—critical for BIOS and OS tuning on multi-socket servers.
Installing, cabling, and accepting systems at the customer site after NTS factory staging and imaging.
Open hardware designs for efficient, interchangeable data-center equipment.