微型电脑应用

大数据时代下,数据资源的利用价值进一步突显。但是海量的数据规模、快速的数据流转和多样的数据类型,导致数据资源的利用难度较大,无形中造成了严重的浪费。近年来人工智能(AI)的理论研究和技术创新逐渐成熟,将AI应用于大数据处理,可以提高计算机网络风险识别能力、合理配置计算机网络资源、优化计算机网络服务水平。首先概述大数据与AI之间的关系,随后基于AI在计算机网络中的应用优势,分别选取网络安全管理、模式识别、网络代理3个角度,就AI的实践应用展开了简要分析。

In the era of big data, the utilization value of data resources is further highlighted. However, the massive data scale, rapid data circulation and various data types make it difficult to utilize data resources, which causes serious waste virtually. In recent years, the theoretical research and technological innovation of artificial intelligence(AI) have gradually matured. Applying AI to big data processing can improve the risk identification ability of computer network, reasonably allocate computer network resources and optimize the level of computer network services. In this paper, the relationship between big data and AI is firstly summarized. Then, based on the application advantages of AI in computer network, three perspectives of network security management, pattern recognition and network agent are selected to carry out a brief analysis on practical application of AI.