In the first layer architecture, each node (Node) has 8 interfaces (Port), each node is connected to 8 leaf switches (Leaf), and every 20 nodes form a unit (SU), so in the first layer a total of 8*SU leaf switches are needed, 8*SU*20 cables (Cable) are needed . In the first layer architecture, each node (Node) has 8 interfaces (Port), each node is connected to 8 leaf switches (Leaf), and every 20 nodes form a unit (SU), so in the first layer a total of 8*SU leaf switches are needed, 8*SU*20 cables (Cable) are needed . The actual number of optical modules used mainly depends on the following aspects. 1) NIC Models Mainly includes two types of network cards, ConnectX-6 (200Gb / s, mainly used with the A100) mainly used optical modules are MMA1T00-HS (200G Infiniband HDR QSFP56 SR4 PAM4 850nm 100m) and ConnectX-7. In data centers, the number of optical modules is influenced by factors such as network cards, switches, and the number of units, which determine the network's performance, scalability, and overall cost. The data rate of network cards will determine the type of optical modules used. Majority of the switch ports in AI back-end Networks to be 800 Gbps in 2025 and 1600 Gbps in 2027, showing a very fast migration to the highest speeds available in the market. But pluggable modules still. We then compare different form factors for 400GE modules, including CFP8, OSFP and QSFP-DD. The essential techniques to implement 400GE, such as pulse amplitude modulation (PAM4), forward error correction (FEC) and a continuous time-domain linear equalizer (CTLE), are discussed. A 400GE physical. Multimode Fiber (MMF): Short-reach optical modules such as 400G SR8, 400G SR4, and 800G SR8 require multimode fiber. OM4 is widely deployed today and fully supports most 400G and 800G SR applications. OM5, with extended wavelength support, offers additional future-proofing for short-wavelength. SFP (Small Form-factor Pluggable) optical modules are compact, hot-pluggable transceivers that enable network equipment to connect seamlessly to fiber and copper links. These modules, including SFP, SFP+, and SFP28, are widely used in enterprise networks, data centers, and carrier-grade deployments.