A core data center in East China undertakes high-concurrency businesses such as finance and cloud services. With the advancement of the "East Data West Computing" strategy, data volume increases by 60% annually. The original 200G modules cannot support the daily average 15PB cross-cabinet transmission demand, and a 400G upgrade solution is urgently needed, which balances stability and green energy conservation.

A leading AI company's computing center deploys thousands of GPU servers using a leaf-spine network architecture to support trillions of parameters in large-scale model training and intelligent inference, with a daily cross-node data exchange volume exceeding 60PB. There is an urgent need for short-range direct connections between GPU clusters, servers, and switches. However, the existing 200G solution suffers from a mismatch between "strong computing power and weak bandwidth," necessitating the use of 400G OSFP112 VR4 short-range high-density interconnect modules to overcome the transmission bottleneck while also ensuring energy efficiency and rapid deployment.

A municipal government network covers over 200 departments and 12 million citizens, handling core services such as administrative approvals and public services. With the deepening of the "One-Stop Government Service" platform, data exchange volume has increased by 45% annually, highlighting the bottleneck of the existing 10G equipment and necessitating a 100G solution. The client's core requirements focus on low-cost deployment, rapid launch, and energy efficiency, while also mitigating interference from the complex electromagnetic environment of the government data center.

During the critical phase of large-scale 5G network deployment, a major operator faced three major upgrade challenges: bandwidth bottlenecks, high latency, and insufficient compatibility. Customer pain points: In upgrading its network in core urban areas, the operator found that traditional modules struggled to support the high bandwidth and low latency requirements of 5G, leading to fluctuating user speeds and unstable connections in industrial internet scenarios.

A leading consumer electronics company is expanding into consumer-grade scenarios such as smart audio-visual equipment, gaming devices, and home NAS storage. With the surge in demand for 4K/8K audio-visual transmission and multiplayer cloud gaming, consumer-grade AOCs (Aspect-Oriented Computers) need to support 10G-level short-range high-speed data interaction. The transmission bottleneck of the existing 1G AOC solution has become apparent, and there is an urgent need for 10G SFP+ AOC products adapted for home and small office scenarios. The core requirements focus on stable short-range transmission, low power consumption and quiet operation, plug-and-play functionality, while controlling the cost of terminal products.

A leading new energy vehicle company is deploying a charging pile network and vehicle-to-everything (V2X) platform, covering over 5,000 charging pile clusters and 200+ intelligent roadside units nationwide. This requires supporting real-time monitoring of charging pile status, vehicle-road cooperative data interaction, and remote diagnostics of new energy vehicles. With the increasing density of charging piles and a 70% annual increase in V2X data volume, the existing gigabit optical module transmission bottleneck has become apparent. There is an urgent need for a 10G optical module adapted for outdoor short-range interconnection scenarios. The core requirements focus on high reliability, resistance to harsh environments, and low power consumption, while simultaneously meeting the high-density direct connection needs between charging piles and gateways, and between roadside units and servers.