Category Blog

Server_Memory_Selection_Guide Many people focus only on capacity and frequency when upgrading server memory, while overlooking designations such as 1Rx4, 1Rx8, and 2Rx4. Even when capacity and frequency are identical, these specifications can significantly affect cost, performance, compatibility, stability, and overall…

Understanding AI Foundation Models: A Comprehensive Guide to the 6 Most Common Architectures 1. LLM(Large Language Model) Representatives: GPT series, Claude, LLaMA, DeepSeek-V3, Kimi K2, GLM-5. The undisputed core model type, based on the Transformer architecture and trained on massive…

Interpretation of DDR Training During SSD Power-Up 1. Role of DRAM in SSD A common SSD architecture is illustrated by the diagram below: it show the SSD controller, DRAM, NAND chips, and how the flash controller interacts wit NAND architecture.…

SSD Working Principles Hardware Architecture FTL Core and Protocols   Recent SSD markets have entered another round of price increases. Shares of major stroage vendors such as Samsung and SanDisk have repeatedly hit new highs, driven by a deeper imbalance…

Plain-language GPU-13 GPU Server H100/H200: What Are the Head and Module and Their Composition   GPU servers (especially high-end Ai servers) include the head, modules, chassis and backplane, cooling systems, power modules, storage drives, network adapters, rack rails and cabling.…

Plain-language- GPU Server Hardware Composition and Disassembly: What Sales Need to Know   GPU Server Overview and Exterior Although professional GPU servers from different vendors have specific design differences, most share similar overall strutures. Understanding these vendor designs helps deepen…

GPU Server CPU PCIe Lane Allocation and PCIe Switch Role NVIDIA HGX B300 8-GPU System Block Diagram Contents: 1. Interconnect Between Dual CPUs 1.1. Intel Platform (Xeon Scalable Series) 1.2. AMD Platform (EPYC Series) 1.3. Resources Consumed by CPU Interconnect…

Typical GPU Server System Topologies: Direct Attach vs. PCIe Switch Comparison Main Contents: 1. Core Definitions and Topology 1.1. Direct Attach 1.2. PCIe Switch 89104/89144 Type (Broadcom PEX89000 Series) 2. Direct Attach vs. PEX89104 vs. PEX89144 2.1. Hardware and Scalability…

AMD: AI-driven storage revolution, DPU accelerates the new trend of storage access . Full text overview The rapid development of artificial intelligence (AI), especially the rise of generative AI, is profoundly changing the direction of storage system design and optimization.…

The next storage battleground: HAMR technology HDDs . . Intevac has revealed that its HAMR (Thermally Assisted Magnetic Recording) HDD disc and read/write head production equipment – the 200 Lean – has received strong interest from a second customer. This…