Patterns of distributed systems offers a comprehensive guide to understanding the key design principles and patterns used in modern distributed systems. With the rise of cloud services like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP), and distributed databases such as Cassandra, MongoDB, and Neo4j, this book is an invaluable resource for architects and developers looking to solve the common challenges that arise when working with stateful systems. The author examines real-world examples from widely used systems like Kafka and Kubernetes, making the book both practical and insightful.
Joshi’s book takes readers through the foundational building blocks of distributed systems, such as consensus algorithms (Paxos and Raft) and partitioning schemes. The detailed exploration of the two-phase commit protocol and logical timestamps provides readers with a solid understanding of replica consistency and data versioning. The book also delves into cluster coordination tasks, including group membership, failure detection, and network communication between nodes, which are crucial for building robust and resilient distributed architectures.
While the book excels in covering the theoretical underpinnings of distributed systems, it is particularly valuable for practitioners due to its real-world code examples and solutions. However, beginners might find some of the concepts challenging, especially without prior exposure to distributed system basics. That said, for those with a solid foundation in cloud services or distributed databases, this book is an excellent next step in deepening their knowledge.
Similar books: Designing data-intensive applications focuses on building reliable, scalable systems that handle large volumes of data efficiently [1]; Distributed systems: principles and paradigms is a classic introduction to the principles and paradigms of distributed systems [2]; and The art of scalability offers strategies for scaling systems and organizations effectively [3].
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