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Amazon Kinesis Explained: Real-Time Streaming
Amazon Kinesis is AWS's family of streaming services. This guide explains Kinesis Data Streams, shards, partition keys, sequence numbers and retention, shows on 2,000 real taxi events how the choice of partition key spreads or skews load across shards, and covers capacity modes, consumer types and where Firehose fits.
Streaming Data with Kinesis to S3 and Redshift
A practical guide to landing streaming data on AWS: Kinesis Data Streams into S3 with Firehose, how size-or-time buffering decides file counts, shown on a real day of 77,033 events, converting to Parquet and partitioning on the way, the two routes into Redshift, duplicates, and the compaction most streams still need.