Pipelines Advanced Quiz 2
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Quiz 2
1. What is “Stream Partitioning”?
Log file archival
Bad data filtering
Multi-worker load division
2. What is a “Sharded Pipeline”?
Large singular datasets
Independent parallel flows
Redundant process copies
3. What is “Pipeline Fusion”?
Consolidating execution steps
Sequential system links
Failover stage duplication
4. What is a “Broadcast Variable” in streaming?
Event counter limits
System checkpoint files
Shared reference datasets
5. What is “Dynamic Scaling”?
Manual node allocation
Load-driven resource adjustments
Maintenance frame configurations
6. What is a “Flink Checkpoint”?
State recovery snapshots
Internal log compression
Operator thread scheduling
7. What is “Late Data Compensation”?
Erasing delayed streams
Stream tracking priorities
Updating emitted results
8. What is a “Window Join”?
Unbounded record combinations
Matching temporal boundaries
Disk-based query intersections
9. What is “Pipeline DAG Optimization”?
Purging historical records
Unified task combination
Minimizing execution shuffles
10. What is a “Side Output”?
Isolated error streams
Master pipeline targets
Redundant data logs
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