Log normalization is a critical process in network security, particularly within the context of Security Information and Event Management (SIEM) systems. The primary goal of log normalization is to standardize the format of log data received from various sources, which often have different formats and structures. This standardization allows for more efficient and effective analysis, correlation, and storage of log data. By converting disparate log data into a common format, SIEM systems can more easily identify patterns, detect anomalies, and trigger alerts for potential security incidents. This process is essential for managing the complexity and volume of log data in modern network environments.