Scaling Pipelines — ETL/ELT Pipeline Engineering Roadmap
Handling growth in data volume and pipeline count
Steps in Scaling Pipelines
- Scaling Pipelines for Data Volume Growth — beginner · What breaks first as data volume grows 10x
- Parallelizing Pipeline Execution — beginner · Running independent pipeline steps concurrently
- Resource Management for Pipeline Workloads — beginner · Allocating compute efficiently across many concurrent pipelines
- Cost Optimization for Data Pipelines — beginner · Common sources of runaway pipeline cost and how to control them
- Multi-Team Pipeline Ownership at Scale — beginner · Organizing pipeline ownership as a data org grows
Part of
- ETL/ELT Pipeline Engineering roadmap — the full learning path