Study of Optical Networks, 5G, Artificial Intelligence and Their Applications

TL;DR

This paper explores how AI is applied in optical and 5G networks, addressing potential risks and proposing strategies for modeling, protection, and improving AI system effectiveness in communication networks.

Contribution

It introduces novel strategies for modeling AI in optical and 5G networks, emphasizing risk mitigation and integration with traditional network planning methods.

Findings

AI can enhance optical and 5G network management

Proposed modularization improves AI system interpretability

Network protection strategies mitigate AI failure risks

Abstract

This paper discusses the application of artificial intelligence (AI) technology in optical communication networks and 5G. It primarily introduces representative applications of AI technology and potential risks of AI technology failure caused by the openness of optical communication networks, and proposes some coping strategies, mainly including modeling AI systems through modularization and miniaturization, combining with traditional classical network modeling and planning methods, and improving the effectiveness and interpretability of AI technology. At the same time, it proposes response strategies based on network protection for the possible failure and attack of AI technology.