Comparison dimensions
- The difference between dataset computation and general task orchestration
- Dependencies, resource declarations, and scheduling
- The boundaries between batch processing, training, serving, and data workflows
- Debugging, observability, and production operations
The comparison separates a data-processing engine from a distributed application runtime instead of grouping them by name alone.