Reddit reviews Distributed Systems: An Algorithmic Approach, Second Edition (Chapman & Hall/CRC Computer and Information Science Series)
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If you want to learn it systematically, consider the following:
The popular DDIA book: Designing Data-Intensive Applications gives you some insights into data systems, which are the main reason why people study those difficult distributed theories.
The underestimated textbook: Distributed Systems: An Algorithmic Approach shows you the reasoning behind the scene and gives you a taste of the algorithms used in distributed systems.
When you think it's finally over: Distributed Algorithms talks about the system models and algorithms in a more formal way.