This book describes a set of patterns that have been observed in mainstream open-source distributed systems. Unmesh Joshi looks at how distributed systems are inherently stateful systems, and what can and will go wrong when data is stored on multiple servers--from process crashes to network delays and unsynchronized clocks.
<ASIN: 0138221987>
The book features real-world code examples from systems like Kafka and Kubernetes, along with these patterns and solutions to prepare you to confidently traverse open-source codebases and understand implementations you encounter "in the wild."
Author: Unmesh Joshi Publisher: Addison-Wesley Date: November 2023 Pages: 464 ISBN: 978-0138221980 Print: 0138221987 Kindle: B0CCD3F8BH Audience: General Level: Intermediate Category: Methodology
Topics covered:
- Review the building blocks of consensus algorithms, like Paxos and Raft, for ensuring replica consistency in distributed systems
- Understand the use of logical timestamps in databases, a fundamental concept for data versioning
- Explore commonly used partitioning schemes, with an in-depth look at intricacies of two-phase-commit protocol
- Analyze mechanisms used in implementing cluster coordination tasks, such as group membership, failure detection, and enabling robust cluster coordination
- Learn techniques for establishing effective network communication between cluster nodes.
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