Pipelines Advanced Quiz 1
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Quiz 1
1. What is a “Lambda Architecture”?
Serverless execution layers
Hybrid batch-streaming systems
Distributed backup storage
2. What is “Exactly-once Processing”?
Guaranteed single-execution state
Complete block serialization
Infinite failure retries
3. What is “Checkpointing” in a streaming pipeline?
Audit logging mechanisms
Execution runtime pauses
State persistence intervals
4. What is “Watermarking” used for?
Clock variance adjustments
Event time progress tracking
Step termination tagging
5. What is a “Stateful Stream”?
Maintaining multi-event memory
Processing modern events
Storing static backups
6. What is “Backpressure” in streaming systems?
Erasing old inputs
Rejecting delayed records
Throttling source producers
7. What is “Tumbling Window” in stream processing?
Overlapping time tracking
Fixed isolated blocks
State tracking loops
8. What is “Event Time” in data streams?
Source generation timestamps
Real-time consumption clocks
Scheduled batch starts
9. What is a “Side Input”?
Error recovery bypasses
Redundant data channels
Auxiliary lookup tables
10. What is “Late Data Handling”?
Dropping out-of-bounds events
Managing post-window arrivals
Prioritizing synchronous inputs
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