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2025 AI Compute Market Trends: From Centralized to Distributed Intelligent Computing Networks
AI Technology 2025-10-15

2025 AI Compute Market Trends: From Centralized to Distributed Intelligent Computing Networks

With the explosion of LLM applications and the popularization of edge AI, the AI computing market in 2025 is undergoing a profound transformation from centralized data centers to distributed intelligent computing networks.

Reports show that distributed intelligent computing networks will become the mainstream trend. Through cloud-edge-end collaborative architecture, flexible scheduling and efficient utilization of computing resources can be achieved, meeting differentiated requirements for real-time performance, security, and cost in different scenarios. It is expected that the edge computing market size in 2025 will reach 40% of cloud computing.

In addition, trends such as AI chip specialization, green computing, and marketization of computing trading are also becoming increasingly obvious. Enterprises need to build full-stack computing capabilities covering cloud-edge-end to seize opportunities in the new AI wave.