A community hoop-house climate model must see new sensor rows within ten minutes, but today’s pipeline is a 2 a.m. Amazon S3 drop. Which ingest change meets that freshness bar?
Select an answer to reveal the explanation.
Short Explanation
Think of a climate model that needs new sensor rows in ten minutes, and today’s pipeline is a 2 a.m. S3 drop. Switch to a streaming source such as Kinesis, Flink, or Kafka. Running the nightly batch more often is not a ten-minute SLA.
Full Explanation
Minutes-level freshness needs streaming ingest (Kinesis, Flink, or Kafka), not a nightly S3 drop run more often. Provisioned IOPS and Glacier do not create that stream.