This article provides a systematic introduction to the features and interconnection methods of 400G Ethernet AOC cables and analyzes their role in building high-bandwidth, low-latency network architectures based on practical application scenarios, offering reference guidance. This article provides a systematic introduction to the features and interconnection methods of 400G Ethernet AOC cables and analyzes their role in building high-bandwidth, low-latency network architectures based on practical application scenarios, offering reference guidance. Fiber optic cabling has become the backbone of modern networks, offering high bandwidth, low latency, and long-distance transmission capabilities. But is it always the right time to upgrade? This fiber optic cable selection guide helps you decide whether now is the right time to buy fiber optic. This article breaks down the impact of DAC and AOC cables on 400G optical network performance through a practical, spec-driven lens. At 400G, maintaining signal integrity is not optional—it directly impacts BER (bit error rate), link margin, and retransmission rates. DAC solutions typically rely on. 400G Ethernet AOC cables offer strong signal integrity and flexible cabling characteristics, meeting the comprehensive requirements of hyperscale data centers, high-performance computing (HPC), and AI training clusters in terms of bandwidth, latency, and link stability. They support high-speed, interference-resistant communication and are particularly effective in applications that require high bandwidth, low latency, and strong signal integrity. Modern data centers rely on two primary types of high-speed cabling solutions, each with distinct advantages for different deployment scenarios: The choice between DAC and AOC depends.