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PROFESSIONAL-DATA-ENGINEER · Question #238

PROFESSIONAL-DATA-ENGINEER Question #238: Real Exam Question with Answer & Explanation

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Submitted by ngozi_ng· Mar 30, 2026

Question

Your company is selecting a system to centralize data ingestion and delivery. You are considering messaging and data integration systems to address the requirements. The key requirements are: The ability to seek to a particular offset in a topic, possibly back to the start of all data ever captured Support for publish/subscribe semantics on hundreds of topics Retain per-key ordering Which system should you choose?

Options

  • AApache Kafka
  • BCloud Storage
  • CCloud Pub/Sub
  • DFirebase Cloud Messaging

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