▶ Streaming Systems Labs

Streaming Systems Labs

Kafka partitions, consumer lag, exactly-once, stream-table, backpressure.

5Interactive labs
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Interactive labs

All 5 labs in this category

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LAB · 01

Backpressure Demo

Producer rate exceeds consumer → bounded buffer → producer slows.

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LAB · 02

Kafka Consumer Lag

Producer pushes; consumer reads. Watch lag accumulate or drain.

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LAB · 03

Exactly-Once Semantics

At-most-once vs at-least-once vs exactly-once with retries.

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LAB · 04

Kafka Partition Routing

Watch how messages with different keys map to partitions.

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LAB · 05

Stream-Table Duality

Watch a stream of updates fold into a table view.

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