基于机器学习优化算法的机房设备监控管理系统的开发与实现
Development and Implementation of a Computer Room Equipment Monitoring and Management System Based on Machine Learning Optimization Algorithms
李海强 1徐建明 1蓝彬彬 1黄芬梅 1黄彩成1
作者信息
- 1. 广西城市职业大学,广西崇左 532100
- 折叠
摘要
机房设备作为信息系统的核心组成部分,承担着保障信息系统正常运行的重要任务.开发一种基于机器学习优化算法的机房设备监控管理系统,对机房设备进行有效的监控和管理显得尤为重要.本论文旨在综合运用机器学习和优化算法,开发一种综合高效的机房设备监控管理系统,以提高机房设备的管理效率和可靠性.
Abstract
As a core component of the information system,computer room equipment bears the important task of ensuring the normal operation of the information system.Developing a computer room equipment monitoring and management system based on machine learning optimization algorithms is particularly important for effective monitoring and management of computer room equipment.This paper aims to comprehensively utilize machine learning and optimization algorithms to develop a comprehensive and efficient computer room equipment monitoring and management system,in order to improve the management efficiency and reliability of computer room equipment.
关键词
机房设备监控管理系统/机器学习/优化算法/故障预测/设备状态优化Key words
computer room equipment monitoring and management system/machine learning/optimization algorithm/fault prediction/equipment status optimization引用本文复制引用
出版年
2024
国家科技期刊平台
NSTL
万方数据