Open Internet by MindsNet

Managing Large-Scale Data Processing with AI-Driven Spark Job Optimization

The author faces significant challenges in managing a large-scale ETL pipeline in Airflow with BigQuery sinks and dbt models, experiencing issues with skewed partitions, slow queries, and high costs. Despite increasing slots and reservations, the current stack fails to adapt to runtime issues, leading to manual intervention and high expenses.

Computing & Technology, Computer Science, Artificial Intelligence