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H13-711_V3.5 · Question #386

FLINK uses the checkpoint mechanism to ensure the fault tolerance of the application program.

The correct answer is A. True. A (True) is correct because Apache Flink relies on its checkpoint mechanism as the core strategy for fault tolerance - periodically taking consistent snapshots of operator state and stream positions so that, upon failure, the application can be restarted from the last…

Big Data Processing Technologies (MapReduce, Spark, Hive)

Question

FLINK uses the checkpoint mechanism to ensure the fault tolerance of the application program.

Options

  • ATrue
  • BFalse

How the community answered

(24 responses)
  • A
    79% (19)
  • B
    21% (5)

Explanation

A (True) is correct because Apache Flink relies on its checkpoint mechanism as the core strategy for fault tolerance - periodically taking consistent snapshots of operator state and stream positions so that, upon failure, the application can be restarted from the last successful checkpoint rather than from scratch.

B (False) is wrong because there is no alternative fault-tolerance mechanism being overlooked here; Flink's checkpoint system is definitively and by design the answer to fault tolerance in stateful streaming applications.

Memory tip: Think of checkpoints as Flink's "save game" feature - just as a video game saves your progress so you don't start over after a crash, Flink's checkpoints save distributed state so a job failure doesn't mean replaying all data from the beginning.

Topics

#Flink#Checkpoint Mechanism#Fault Tolerance#Stream Processing

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