
Cost-Efficient Instance Selection Engine for Cloud-Based ETL Pipelines Using Machine Learning
Background As a data engineer working with modern cloud platforms like AWS, Azure, and GCP, I’ve seen firsthand how data processing pipelines have grown increasingly distributed and scalable. But with that scale comes complexity — especially when it comes to cost optimization and performance tuning. One of the key challenges I encountered is with ETL pipelines….