The Role of Artificial Intelligence in Enhancing Autonomous Networking Systems

Abstract

Artificial Intelligence (AI) is revolutionizing autonomous networking systems by introducing advanced capabilities for self-optimization, adaptability, and resilience. As networking environments grow increasingly complex, AI-powered systems enable real-time decision-making, predictive analysis, and efficient resource allocation. This paper explores the transformative role of AI in enhancing autonomous networking, including its applications in traffic management, fault detection, and network security. By leveraging machine learning, deep learning, and natural language processing, AI facilitates intelligent orchestration and scalability, crucial for modern network demands. While AI significantly enhances operational efficiency and user experiences, challenges such as ethical considerations, data privacy, and algorithmic transparency remain key concerns.