Leveraging AI for Real-Time Big Data Analytics: Techniques, Challenges, and Future Directions

Abstract

The exponential growth of data generated by various sources has necessitated advancements in data processing and analytics. Real-time big data analytics, powered by artificial intelligence (AI), has emerged as a critical area of research and application. This paper explores the integration of AI techniques with real-time big data analytics, examining key methodologies, challenges, and emerging trends. We review the state-of-the-art technologies, discuss their applications across different domains, and identify future research directions to enhance the efficacy and scalability of real-time analytics.