Intel Xeon Server for AI Inference: When a CPU is Enough, and When a GPU is Needed
CPU oder GPU für Inference? Wir zeigen, wo Xeon für Klassifizierung, RAG und Batch-Verarbeitung genügt – und wo ein Beschleuniger sofort eingeplant werden sollte.
Intel Xeon 6 vs. 4th and 5th Gen Xeon Scalable: Is it Worth Upgrading Servers in 2026–2027?
Xeon 6 or Xeon Scalable 4/5 for your next server refresh? A practical guide for new projects, refurbished infrastructure and long-term planning.
Intel Xeon 6 P-core vs. E-core: Which Server to Choose for Virtualization, AI, and Enterprise Workloads?
⚙️ P-core or E-core? See where single-core speed matters and where density and energy efficiency win.
Refurbished Storage: What to Check Before Buying – Controllers, Ports, Drives, Cache Batteries, and Licenses
A practical guide to vendor reports, hardware checks and acceptance testing for refurbished enterprise storage.
How to Expand Storage: JBOD Disk Enclosures, 12/24/48/84 Drives, SFF/LFF, and Capacity Growth Plan
A practical guide to storage expansion: when to add a disk shelf, when to replace the array, how 12/24/48/84-bay shelves differ, and what to check before purchase.
Dual Controller, Cache, and BBU in Storage Systems: Why They Are Needed and How They Affect Fault Tolerance
Dual controller is only part of a reliable storage design. Here is how cache protection, BBU, multipathing and failover checks determine real storage availability.
Entry-Level or Mid-Range Storage: When is PowerVault/MSA Enough, and When is PowerStore, Nimble, or OceanStor Required?
Entry-level or mid-range storage? This guide helps you choose the right class for virtualization, databases, VDI, backups and disaster recovery without overpaying or underestimating risk.
FC, iSCSI, or SAS: Which Storage Connection Interface Should You Choose for Servers?
FC, iSCSI or SAS — which storage connection interface makes sense for your server environment in 2026? We compare architectures, use cases, hidden costs and common mistakes ⚙️
GPU Server for Rendering, 3D, and Video: How It Differs from an AI Server
🎬 A rendering and video GPU server is not just a cheaper AI server. This article explains which GPUs, storage, RAM, networking and codecs matter most for 3D studios and video production in 2026.