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.
GPU clusters, KV-cache memory, vector stores, and serving stacks that host large language models in production.
CPUs with constrained thermal design power for dense or edge enclosures where cooling is limited.
Algorithms that improve from data without explicit hand-coded rules—foundation of modern AI platforms.
Decomposing apps into independently deployable services communicating over APIs.
Multiplexer Rank DIMM technology increasing memory bandwidth for high-core servers and AI hosts.
Telco edge compute colocated with the radio network for ultra-low-latency apps.
Connectivity and policy across multiple CSPs and on-prem sites as one logical network.
Using more than one public cloud provider to reduce lock-in and match regional or capability needs.
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.
Admitting devices to networks only after identity and posture checks—Zero Trust building block.
File services over Ethernet (NFS/SMB) for shared home directories, media, and app data.
Topology, addressing, and resilience planning for campus and data-center fabrics supporting AI east-west loads.
Firewalls, segmentation, IDS/IPS, and encryption protecting traffic and assets.
Overlay networks and virtual switches decoupling logical networks from physical ports.