Distributed Systems for practitioners
Distributed Systems for practitioners
About the Book
Distributed systems are everywhere nowadays, from the chat applications we use to communicate with our friends to the online stores we use for our shopping. However, distributed systems are by nature complicated. In order to design and build a distributed system that will work properly, one has to understand a lot of different concepts and nuances and the literature of distributed systems can be quite big and chaotic at times.
This book makes an effort to collate the basic principles, algorithms and protocols in the field of distributed systems. It introduces the basic problems that are inherent in distributed systems, the main approaches to tackle them and any associated complications one needs to keep in mind. You will have the chance to get an overview of the seminal papers in the field, while also understanding how the associated algorithms and protocols can be used in real life. As implied by the title, the goal of this book is to maintain a practical perspective, by explaining algorithms in the simplest terms possible and demonstrating how implementations of them can be used in real systems.
Who is this book for
This book is aimed at software engineers that have some experience in building software systems and have no or some experience in distributed systems. It assumes no knowledge around concepts and algorithms for distributed systems. This book attempts to gradually introduce the terms and explain the basic algorithms in the simplest way possible, providing many diagrams and examples. As a result, this book can also be useful to people that don't develop software, but want to get an introduction to the field of distributed systems.
Want to show some love?
If you have already read the book and you liked it, you can help other people find out about it in one of the following ways:
About the Author
Packages
The Book
With this package you get a copy of the book, including any of its future updates.
PDF
EPUB
MOBI
English
The Book: 5 copies bundle
With this package you get 5 copies of the book, including any of its future updates.
PDF
EPUB
MOBI
English
The book: 10 copies bundle
With this package you get 10 copies of the book, including any of its future updates.
PDF
EPUB
MOBI
English
Reader Testimonials
Kumar Uttpal
SDE 2 at Amazon
I thoroughly enjoyed reading this book. I liked the straight-to-the-point attitude of writing.
Kaviraj Kanagaraj
Software Engineer at HousingAnywhere
It's a really great book given its size. Great read for knowing key topics and concepts of distributed systems. The new section on Case Studies is top notch, I really wanted something like this and I am happy to see this.
Table of Contents
Introduction
What is a distributed system and why we need it
The fallacies of distributed computing
Why distributed systems are hard
Correctness in distributed systems
System models
The tale of exactly-once semantics
Failure in the world of distributed systems
Stateful and Stateless systems
Basic concepts and theorems
Partitioning
Algorithms for horizontal partitioning
Replication
Single-master replication
Multi-master replication
Quorums in distributed systems
Safety guarantees in distributed systems
ACID transactions
The CAP Theorem
Consistency models
Isolation Levels
Consistency and Isolation - Differences and Similarities
Why all the formalities
Distributed Transactions
What is a distributed transaction
Achieving Isolation
2-phase locking (2PL)
Optimistic concurrency control (OCC)
Multi-version concurrency control (MVCC)
Achieving atomicity
2-phase commit (2PC)
3-phase commit (3PC)
A quorum-based commit protocol
How it all fits together
Long-lived transactions & Sagas
Consensus
Defining consensus
Some use-cases of consensus
FLP impossibility
The Paxos algorithm
Intricacies of Paxos
Paxos in real-life
Replicated state machine via consensus
Distributed transactions via consensus
Raft
Standing on the shoulders of giants
Time
What is different in a distributed system
A practical perspective
A theoretical perspective
Logical clocks
Order
Total and partial ordering
The concept of causality
Lamport clocks
Vector clocks
Version vectors & Dotted version vectors
Distributed snapshots
Physical & Logical time: closing thoughts
Networking
The physical layer
The link layer
The network layer
The transport layer
The application layer
Taking a step back
Security
Authentication
Confidentiality
Integrity
A cryptography primer
Example protocols
Case studies
Distributed file systems (HDFS/GFS)
Distributed coordination service (Zookeeper/Chubby/etcd)
Distributed datastores
BigTable/HBase
Cassandra
Spanner
FaunaDB
Distributed messaging system (Kafka)
Distributed cluster management (Kubernetes)
Distributed ledger (Corda)
Distributed data processing systems
MapReduce
Apache Spark
Apache Flink
Practices & Patterns
Communication Patterns
Coordination Patterns
Data synchronisation
Shared-nothing architectures
Distributed locking
Compatibility patterns
Dealing with failure
Distributed tracing
Causes Supported
Code Club
https://www.codeclub.org.ukA nationwide network of volunteer-led after school coding clubs for children aged 9-11.
The Leanpub 60-day 100% Happiness Guarantee
Within 60 days of purchase you can get a 100% refund on any Leanpub purchase, in two clicks.
See full terms
Do Well. Do Good.
Authors have earned$11,577,045writing, publishing and selling on Leanpub, earning 80% royalties while saving up to 25 million pounds of CO2 and up to 46,000 trees.
Learn more about writing on Leanpub
Free Updates. DRM Free.
If you buy a Leanpub book, you get free updates for as long as the author updates the book! Many authors use Leanpub to publish their books in-progress, while they are writing them. All readers get free updates, regardless of when they bought the book or how much they paid (including free).
Most Leanpub books are available in PDF (for computers), EPUB (for phones and tablets) and MOBI (for Kindle). The formats that a book includes are shown at the top right corner of this page.
Finally, Leanpub books don't have any DRM copy-protection nonsense, so you can easily read them on any supported device.
Learn more about Leanpub's ebook formats and where to read them
Top Books
- #1
Recipes for Decoupling
Matthias Noback - #2
SignalR on .NET 6 - the Complete Guide
Fiodar SazanavetsLearn everything there is to learn about SignalR and how to integrate it with the latest .NET 6 and C# 10 features. Learn how to connect any type of client to SignalR, including plain WebSocket client. Learn how to build interactive applications that can communicate with each other in real time without making excessive calls.
- #3
The BDD Books - Discovery (Japanese Edition)
Gáspár Nagy, Seb Rose, and Yuya Kazamaウクライナ難民を支援 - 2022年5月末まで延長！
この本の売り上げの50％は、 https://unicef.hu/veszhelyzet-ukrajnaban と https://int.depaulcharity.org/fundraising-for-depaul-ukraine/ に寄付されます。
本書籍は、振る舞い駆動開発(Behavior Driven Development, BDD)や受け入れテスト駆動開発(Acceptance Test-Driven Development, ATDD)の発見フェーズを最大限に活用する方法を提供します。
- #4
The easiest way to learn design patterns
Fiodar SazanavetsLearn design patterns in the easiest way possible. You will no longer have to brute-force your way through each one of them while trying to figure out how it works. The book provides a unique methodology that will make your understanding of design patterns stick. It can also be used as a reference book where you can find design patterns in seconds.
- #5
Agile Testing Condensed Japanese Edition
Yuya Kazama, Janet Gregory, and Lisa CrispinJanet GregoryとLisa Crispinによる2019年9月発行の書籍『Agile Testing Condensed』の日本語翻訳版です。アジャイルにおいてどのような考えでテストを行うべきなのか簡潔に書かれています！
- #6
OpenIntro Statistics
David Diez, Christopher Barr, Mine Cetinkaya-Rundel, and OpenIntroA complete foundation for Statistics, also serving as a foundation for Data Science.
Leanpub revenue supports OpenIntro (US-based nonprofit) so we can provide free desk copies to teachers interested in using OpenIntro Statistics in the classroom and expand the project to support free textbooks in other subjects.
More resources: openintro.org.
- #7
Tech Giants in Healthcare
Dr. Bertalan MeskoThis comprehensive guide, Tech Giants in Healthcare, clarifies how and why big tech companies step into healthcare, and breaks it down from one market player to the other in what direction they are going, what tools they are using and what horizons they have in front of them.
- #8
Functional event-driven architecture: Powered by Scala 3
Gabriel VolpeExplore the event-driven architecture (EDA) in a purely functional way, mainly powered by Fs2 streams in Scala 3!
Leverage your functional programming skills by designing and writing stateless microservices that scale, powered by stateful message brokers.
- #9
CCIE Service Provider Version 4 Written and Lab Exam Comprehensive Guide
Nicholas RussoThe service provider landscape has changed rapidly over the past several years. Networking vendors are continuing to propose new standards, techniques, and procedures for overcoming new challenges while concurrently reducing costs and delivering new services. Cisco has recently updated the CCIE Service Provider track to reflect these changes; this book represents the author's personal journey in achieving that certification.
- #10
Ansible for DevOps
Jeff GeerlingAnsible is a simple, but powerful, server and configuration management tool. Learn to use Ansible effectively, whether you manage one server—or thousands.
Top Bundles
- #1
All the Books of The Medical Futurist
6 Books
We put together the most popular books from The Medical Futurist to provide a clear picture about the major trends shaping the future of medicine and healthcare. Digital health technologies, artificial intelligence, the future of 20 medical specialties, big pharma, data privacy, digital health investments and how technology giants such as Amazon... - #2
Practical FP in Scala + Functional event-driven architecture
2 Books
Practical FP in Scala (A hands-on approach) & Functional event-driven architecture, aka FEDA, (Powered by Scala 3), together as a bundle! The content of PFP in Scala is a requirement to understand FEDA so why not take advantage of this bundle!? - #3
Software Architecture for Developers: Volumes 1 & 2 - Technical leadership and communication
2 Books
"Software Architecture for Developers" is a practical and pragmatic guide to modern, lightweight software architecture, specifically aimed at developers. You'll learn:The essence of software architecture.Why the software architecture role should include coding, coaching and collaboration.The things that you really need to think about before... - #4
CCIE Service Provider Ultimate Study Bundle
2 Books
Piotr Jablonski, Lukasz Bromirski, and Nick Russo have joined forces to deliver the only CCIE Service Provider training resource you'll ever need. This bundle contains a detailed and challenging collection of workbook labs, plus an extensively detailed technical reference guide. All of us have earned the CCIE Service Provider certification... - #6
Pattern-Oriented Memory Forensics and Malware Detection
2 Books
This training bundle for security engineers and researchers, malware and memory forensics analysts includes two accelerated training courses for Windows memory dump analysis using WinDbg. It is also useful for technical support and escalation engineers who analyze memory dumps from complex software environments and need to check for possible... - #8
Modern C++ Collection
3 Books
Get All about Modern C++C++ Standard Library, including C++20Concurrency with Modern C++, including C++20C++20Each book has about 200 complete code examples. Updates are included. When I update one of the books, you immediately get the updated bundle. You can expect significant updates to each new C++ standard (C++23, C++26, .. ) and also...
