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With the rapid growth of cloud computing and AI workloads, data centers are facing increasing demands for computing density per unit of space and resource utilization. The traditional approach of expanding computing capacity simply by adding more servers is under mounting pressure from data center space, energy consumption, and maintenance costs. Increasing single-server computing power, adding CPU cores, and improving multi-socket scalability are becoming important directions for upgrading server infrastructure. For cloud platforms, high-performance multi-core CPUs can support more virtual machines, containers, and cloud-native applications simultaneously, helping improve server resource utilization and enabling more flexible, elastic resource scheduling. In this trend, CPUs are evolving from basic computing units in traditional servers into key computing nodes connecting cloud computing, AI computing, and data center infrastructure.