Grokking Concurrency

Grokking Concurrency
Author: Kirill Bobrov (Author)
Publisher finelybook 出版社:‏ Manning
Publication Date 出版日期:‏ 2024-01-02
Language 语言: English
Print Length 页数: 304 pages
ISBN-10: 1633439771
ISBN-13: 9781633439771

Book Description

• Get up to speed with the core concepts of concurrency, asynchrony, and parallel programming
• Learn the strengths and weaknesses of different hardware architectures
• Improve the sequential performance characteristics of your software
• Solve common problems for concurrent programming
• Compose patterns into a series of practices for writing scalable systems
• Write and implement concurrency systems that scale to any size

Discover effective concurrency practices that will help you leverage multiple cores, excel with high loads, handle terabytes of data, and continue working after hardware and software failures. The core concepts in this guide will remain eternally relevant, whether you’re building web apps, IoT systems, or handling big data.
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the technology
Concurrency is an approach to running computer programs efficiently by separating them into tasks that can execute independently. This basic idea makes it possible to accelerate game graphics, train large AI models, rapidly scale web applications, streamline big data processing, and much more. Concurrency can get complicated, so this book gets you started gently with interesting examples, entertaining illustrations, and easy-to-follow Python code.
About the book
Grokking Concurrency is a perfectly paced introduction to the fundamentals of concurrent, parallel, and asynchronous programming. In it, you’ll learn the practices you’ll need to program multicore processors, GPUs, and other high-performance systems. Author Kirill Bobrov skips the math, jargon, and academic language and concentrates on clear, plain-English explanations.
What’s inside

• Writing and running concurrent programs
• Patterns for performance, scalability, and resilience
• Choosing the right hardware
• Asynchronous communication

About the reader
Examples in Python. No prior experience with concurrency or high-performance computing required.
About the author
Kirill Bobrov is a software engineer with a passion for data engineering.
Table of Contents
Part 1 The Octopus Orchestra: Introduction to a Symphony of Concurrency
1 Introducing concurrency
2 Serial and parallel execution
3 How computers work
4 Building blocks of concurrency
5 Interprocess communication
Part 2 the Many Tentacles of Concurrency: Multitasking, Decomposition,
and Synchronization
6 Multitasking
7 Decomposition
8 Solving concurrency problems: Race conditions and synchronization
9 Solving concurrency problems: Deadlocks and starvation
Part 3 Asynchronous Octopuses: a Pizza-making Tale of Concurrency
10 Nonblocking I/O
11 Event-based concurrency
12 Asynchronous communication
13 Writing concurrent applications