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Kafka: The Definitive Guide by Gwen Shapira, Neha Narkhede, Todd Palino

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Chapter 6. Reliable Data Delivery

Reliable data delivery is one of the attributes of a system that cannot be left as an afterthought. Like performance, it has to be designed into a system from its very first whiteboard diagram. You cannot bolt on reliability after the fact. More so, reliability is a property of a system—not of a single component—so even when we are talking about the reliability guarantees of Apache Kafka, you will need to keep the entire system and its use cases in mind. When it comes to reliability, the systems that integrate with Kafka are as important as Kafka itself. And because reliability is a system concern, it cannot be the responsibility of just one person. Everyone—Kafka administrators, Linux administrators, network and storage administrators, and the application developers—must work together to build a reliable system.

Apache Kafka is very flexible about reliable data delivery. We understand that Kafka has many use cases, from tracking clicks in a website to credit card payments. Some of the use cases require utmost reliability while others prioritize speed and simplicity over reliability. Kafka was written to be configurable enough and its client API flexible enough to allow all kinds of reliability trade-offs.

Because of its flexibility, it is also easy to accidentally shoot yourself in the foot when using Kafka—believing that your system is reliable when in fact it is not. In this chapter, we will start by talking about different kinds of reliability ...

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