A prediction pipeline needs near-real-time device events with multiple consumers and replay of retained data. Which ingestion service fits?

Published
  1. A single nightly CSV export as the real-time event transport.
  2. A single destructive queue expected to deliver every event to every competing consumer.
  3. Kinesis Data Streams with partition keys aligned to the ordering and throughput requirements.
  4. One local notebook list as the only durable event history.

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