Research on Construction and Application of Intelligent Operation and Maintenance Platform Based on DeepSeek
GAO Fei
WANG Xuena
LI Cheng
Abstract：With the rapid expansion of big data centers in scale,traditional operation and maintenance(O&M)models are facing challenges of low efficiency and inability to respond promptly.However,the rise of Artificial Intelligence for IT Operations(AIOps)has provided a feasible solution to this challenge.Firstly,the research analyzes the challenges faced by traditional data center O&M.Subsequently,it examines the applicability of DeepSeek technology in intelligent O&M platforms.Finally,by integrat-ing the advantages of DeepSeek in advanced algorithms and architectures,it proposes a design concept for an intelligent O&M plat-form that encompasses data collection,intelligent analysis and decision execution.It incorporates the advantages of large model tech-nology into the platform design and explores the improvement in capabilities in areas such as data collection,intelligent analysis and decision execution after the introduction of these advantages,thereby providing a reference for the evolution of traditional O&M mod-els towards intelligence.
Keywords：DeepSeekbig data centerintelligent operation and maintenancelarge language model
Publication Date：2025-09-20
Online Publishing Date：2025-12-23(First online date of this platform, not the publication date of the document)
Pages：6( 28-33 )