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计算机视觉与机器学习在IT运维中的应用

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阐述计算机视觉、机器学习在IT运维中的应用,包括设备和服务器监控、故障检测与预测、安全与入侵检测、资产管理与优化,以及异常检测、自动化决策与问题解决、故障排除与性能优化.
Application of Computer Vision and Machine Learning in IT Operations and Maintenance
This paper expounds the application of computer vision and machine learning in IT operations,including device and server monitoring,fault detection and prediction,security and intrusion detection,asset management and optimization,as well as anomaly detection,automated decision-making and problem solving,troubleshooting and performance optimization.

computer visionmachine learninginformation technology operations

张婷、姜园园、刘梦荞、张亚辉、王家平

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中国移动通信集团设计院有限公司山东分公司,山东 250001

计算机视觉 机器学习 信息技术运维

2024

电子技术
上海市电子学会,上海市通信学会

电子技术

影响因子:0.296
ISSN:1000-0755
年,卷(期):2024.53(6)