Implement a data validation process that checks for data completeness, consistency, accuracy, and integrity in real-time.

Use a data profiling tool to analyze the data and identify any anomalies or inconsistencies in the data in real-time.

Implement a data skew mechanism that redistributes the data in real-time to handle data skew and improve performance.

Ignore the data quality and data skew issues, as they are not critical for real-time processing systems.