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.
Large repository of raw and curated data in native formats for analytics and AI feature engineering.
Policies and tooling for quality, lineage, retention, and access across enterprise stores.
Outsourced data lifecycle services delivered with SLAs—often hybrid with on-prem systems of record.
Controlled move of datasets between platforms with validation, cutover, and rollback plans.
Controls ensuring personal and sensitive data is collected, used, and shared within legal and policy bounds.
Transforming raw inputs into usable outputs—ETL, stream processing, or batch analytics.
Backup, snapshot, replication, and encryption practices that keep data recoverable and confidential.
Technical and administrative controls preventing unauthorized access, alteration, or disclosure of data.
Media and systems that persist information—from NVMe arrays to object archives—selected for performance and durability.
Moving bytes between sites, clouds, or media with bandwidth, checksum, and encryption considerations.
Structured analytical store optimized for reporting queries and governed metrics.
Neural networks with many layers trained on large datasets—primary consumer of multi-GPU NTS clusters.
How infrastructure is delivered—on-prem, colo, private cloud, public cloud, or hybrid—for a given program.
A living digital model of a physical asset or process fed by telemetry for simulation and prediction.
Cold plates on CPUs/GPUs that transfer heat to coolant loops for high-density AI racks.