AIOps Data Pipeline for Unified Data Transformation

This guide explores the AIOps data pipeline, detailing how to transform diverse telemetry data into reliable, unified datasets. It covers essential data types, ingestion patterns, centralization strategies, and data aggregation techniques, emphasizing the importance of data quality and feature engineering. The paper also discusses the role of generative AI in operational intelligence, providing insights for IT professionals looking to enhance their AIOps capabilities.