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CCDAK · Question #152

You are experiencing low throughput from a Java producer. You monitor the Kafka metrics and notice that the metrics for that producer show low I/O thread ratio and low I/O thread wait ratio. What is…

The correct answer is D. The producer code has an expensive callback function. A low I/O thread ratio and low I/O thread wait ratio indicate that the producer's I/O threads are busy and not waiting on network or disk I/O. This suggests the bottleneck is in the producer's application code, such as an expensive callback function, which slows down processing.

Monitoring

Question

You are experiencing low throughput from a Java producer. You monitor the Kafka metrics and notice that the metrics for that producer show low I/O thread ratio and low I/O thread wait ratio. What is the most likely the cause of the slow producer performance?

Options

  • ACompression is enabled.
  • BThe producer is sending large batches of messages.
  • CThere is a bad data link layer (layer 2) connection from the producer to the cluster.
  • DThe producer code has an expensive callback function.

How the community answered

(28 responses)
  • A
    11% (3)
  • B
    21% (6)
  • C
    4% (1)
  • D
    64% (18)

Explanation

A low I/O thread ratio and low I/O thread wait ratio indicate that the producer's I/O threads are busy and not waiting on network or disk I/O. This suggests the bottleneck is in the producer's application code, such as an expensive callback function, which slows down processing.

Topics

#producer metrics#I/O thread ratio#callback performance#throughput diagnosis

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