Articles by SERVERMALL
NVIDIA DGX B300 vs. DGX GB300: When is an AI server sufficient, and when is a rack-scale infrastructure needed?
🤖 Eight tightly connected GPUs or a 72-GPU NVL72 rack? See which workloads suit DGX B300, which require DGX GB300, and what infrastructure each option demands.
August 3, 2026
20 min to read
DGX Spark, DGX Station, or DGX Server: Where Desktop AI Ends and the Data Center Begins
Where does desktop AI end and the data centre begin? Learn when DGX Spark is enough, when DGX Station makes sense, and when production workloads require rack-scale DGX or a GPU cluster. ⚙️
July 31, 2026
23 min to read
Dmitrij Avramov on GPU Shortages and the Future of AI
Servermall CTO Dmitrij Avramov on AI infrastructure challenges, GPU availability, deployment strategies, and the future of enterprise computing
July 29, 2026
15 min to read
NVIDIA DGX B300 vs DGX B200 vs DGX H100/H200: which DGX server to choose under LLM, inference and fine-tuning
Which NVIDIA DGX fits large LLMs, production inference or fine-tuning? This guide compares Hopper, Blackwell and Blackwell Ultra across memory, performance and infrastructure demands.
July 29, 2026
19 min to read
HPE ProLiant for AI and GPU Workloads: DL380a Gen12, DL385 Gen11, and Alternatives
🚀 Which HPE ProLiant server is the right fit for enterprise AI in 2026? We compare DL380a Gen12, DL385 Gen11 and alternative platforms for LLM inference, RAG, fine-tuning and full model training.
July 28, 2026
28 min to read
HPE ProLiant Gen12 vs. Gen11: What's Changed and Is It Worth Upgrading?
Gen12 brings Xeon 6, iLO 7, higher density, and broader cooling options, while late Gen11 systems remain competitive. Learn when upgrading makes business sense and when staying on Gen11 is the smarter choice. 🔍
July 23, 2026
20 min to read
HPE ProLiant DL380 Gen12 vs. DL380 Gen11 vs. DL380 Gen10 Plus: Which Server Should You Buy in 2026?
Which HPE ProLiant DL380 should you choose in 2026: the new Gen12, the balanced Gen11 or a cost-effective refurbished Gen10 Plus? This guide compares performance, expansion, ownership costs and common enterprise use cases. 🔍
July 21, 2026
19 min to read
Dell PowerEdge 17G vs. 16G: Is it worth upgrading to the next generation of servers?
Should you replace a reliable PowerEdge 16G with 17G? ⚙️ This guide compares performance, density, memory, GPU support, power efficiency, and hidden migration costs for new deployments and existing clusters.
July 20, 2026
18 min to read
Dell PowerEdge for AI and GPU Workloads: How to Choose a Server for LLM, Inference, RAG, and Machine Learning
Which Dell PowerEdge platform is right for a real AI workload? This guide explains the requirements of LLM inference, RAG and fine-tuning, compares R-series and XE servers, and highlights the infrastructure checks that prevent expensive GPU bottlenecks.
July 17, 2026
21 min to read