Application status and development of artificial intelligence technology in large data center
Yi Zhang, Zilin Zhao, Yuhe Zhai · 2023
The original data center management operation and maintenance is usually assisted by the data center environmental monitoring system. All along, the environmental monitoring system only collects and displays the running data of the testing equipment and does not participate in the equipment configuration and automatic control. Artificial Intelligence (AI), as a tool to explore and find the best management and operation and maintenance strategy, will make the intricate linkage and coordination of mechanical and electrical equipment in data centers easier to realize. This paper reveals the inevitability of the birth of AI data center and proposes a large data center security transmission model based on AI under the background of digital transformation, which reduces the resource consumption of protection routing and improves the survivability of data center network. The simulation results show that the number and link length of protection routes established by this algorithm are less. On the basis of ensuring that the data center is not affected by the failed nodes and the data is transmitted normally and effectively, the resource consumption of protection routes is reduced, and the survivability of the data center network is improved.