- سال انتشار: 2023
- صفحات: 541
- اندازه فایل: 21 MB
- زبان: English
- انتشارات: Addison-Wesley Professional
- تعداد مشاهده: 2182
- امتیاز کاربران: 4.5
-
شابک/ISBN:
0138221987
9780138221980
9780138222246
0321278658
1447158423
0321349601
1449373321
9781558603486
9781491903063
کلمات کلیدی:
Patterns of Distributed Systems
4.5
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کتاب الگوهای سیستم‌های توزیع شده Patterns of Distributed Systems
سیستم‌های توزیع شده Distributed Systems امروزه به بخش جدایی‌ناپذیر بسیاری از فناوری‌های مدرن تبدیل شده‌اند. با افزایش تقاضا برای داده‌های بیشتر، سیستم‌های توزیع شده در طیف گسترده‌ای از حوزه‌ها، از اپلیکیشن‌های وب تا داده‌های بزرگ Big Data، ایمنی و امنیت اطلاعات Cybersecurity، اینترنت اشیا IoT و داده‌هایی Scientific Computing، مورد استفاده قرار می‌گیرند. با این حال، توسعه و پیاده‌سازی سیستم‌های توزیع شده می‌تواند بسیار چالش‌برانگیز باشد. اینجاست که کتاب "الگوهای سیستم‌های توزیع شده" Patterns of Distributed Systems وارد می‌شود.
خلاصه‌ای از کتاب
کتاب "الگوهای سیستم‌های توزیع شده" توسط نویسنده‌ای باتجربه که سال‌ها در صنعت فناوری اطلاعات در سمت‌های مختلف فعالیت کرده است، نوشته شده است. این کتاب حاصل تجربیات و آگاهی‌های نویسنده در توسعه و پیاده‌سازی سیستم‌های توزیع شده است و به تشریح الگوهای مختلفی می‌پردازد که در ساخت سیستم‌های توزیع شده استفاده شده‌اند.
در این کتاب، نویسنده تجربیات خود را در مورد الگوهای مختلف سیستم‌های توزیع شده به اشتراک می‌گذارد و درک عمیقی از مفاهیم پایه‌ای سیستم‌های توزیع شده را ارائه می‌دهد. نویسنده همچنین در مورد چالش‌های رایج در توسعه و پیاده‌سازی سیستم‌های توزیع شده و راه‌های حل آنها بحث می‌کند.
پاکت‌های کلیدی
- الگوهای مختلف سیستم‌های توزیع شده
- تجربیات نویسنده در توسعه و پیاده‌سازی سیستم‌های توزیع شده
- مفاهیم پایه‌ای سیستم‌های توزیع شده
- چالش‌های رایج در توسعه و پیاده‌سازی سیستم‌های توزیع شده
- راه‌های حل چالش‌های رایج
نقل قول‌های معروف از کتاب
"سیستم‌های توزیع شده هسته‌های بسیاری از فناوری‌های مدرن را تشکیل می‌دهند. vvoj این سیستم‌ها می‌تواند بسیار چالش‌برانگیز باشد."
"الگوهای مختلف سیستم‌های توزیع شده می‌توانند در توسعه و پیاده‌سازی سیستم‌های توزیع شده کمک کننده باشند."
چرا این کتاب مهم است؟
کتاب "الگوهای سیستم‌های توزیع شده" یک منبع ضروری برای cualquier کسی است که در زمینه توسعه و پیاده‌سازی سیستم‌های توزیع شده فعالیت می‌کند. این کتاب نه تنها به تشریح الگوهای مختلف سیستم‌های توزیع شده می‌پردازد، بلکه در مورد چالش‌های رایج در توسعه و پیاده‌سازی سیستم‌های توزیع شده و راه‌های حل آنها نیز بحث می‌کند.
در این کتاب، نویسنده تجربیات خود را به اشتراک می‌گذارد و درک عمیقی از مفاهیم پایه‌ای سیستم‌های توزیع شده را ارائه می‌دهد. این کتاب همچنین به عنوان یک راهنما برای پیشرفته‌ترین روش‌های توسعه و پیاده‌سازی سیستم‌های توزیع شده عمل می‌کند.
Introduction to Patterns of Distributed Systems
As we navigate the complexities of modern software development the importance of distributed systems cannot be overstated. With the rise of cloud computing microservices and edge computing the need for scalable resilient and maintainable systems has never been more pressing. In "Patterns of Distributed Systems" I Unmesh Joshi aim to provide a comprehensive guide to designing and building distributed systems that meet the demands of today's fast-paced digital landscape.
Detailed Summary of the Book
"Patterns of Distributed Systems" is a book that delves into the world of distributed systems exploring the principles patterns and practices that underlie the design and development of these complex systems. The book is divided into several sections each focusing on a specific aspect of distributed systems.
The book begins by introducing the fundamentals of distributed systems including the challenges and benefits of building distributed systems. It then delves into the various patterns and principles that govern the design of these systems including scalability availability and maintainability.
The book also explores the different types of distributed systems including client-server systems peer-to-peer systems and microservices-based systems. It discusses the trade-offs and challenges associated with each type of system and provides guidance on how to choose the right approach for a given problem.
In addition to the theoretical foundations of distributed systems the book also provides practical guidance on how to design and build these systems. It covers topics such as communication protocols data consistency models and fault tolerance strategies providing concrete examples and case studies to illustrate key concepts.
Throughout the book I draw on my own experience as a software engineer and architect as well as the experiences of other experts in the field. The result is a comprehensive and authoritative guide that provides readers with the knowledge and skills they need to design and build distributed systems that meet the demands of today's fast-paced digital landscape.
Key Takeaways
Some of the key takeaways from "Patterns of Distributed Systems" include
- A deep understanding of the principles and patterns that govern the design of distributed systems
- Knowledge of the different types of distributed systems and the trade-offs associated with each
- Guidance on how to choose the right approach for a given problem
- Practical advice on how to design and build distributed systems including communication protocols data consistency models and fault tolerance strategies
- Concrete examples and case studies to illustrate key concepts
Famous Quotes from the Book
Here are a few quotes from "Patterns of Distributed Systems" that capture the essence of the book
"Distributed systems are not just about scaling they are about building systems that can withstand the test of time and uncertainty."
"The key to building successful distributed systems is to understand the trade-offs and make conscious decisions about the design and architecture of the system."
"Distributed systems are not just about technology they are about people and process. It's about building teams that can work together to design and build systems that meet the needs of the business."
Why This Book Matters
"Patterns of Distributed Systems" matters because it provides a comprehensive and authoritative guide to designing and building distributed systems. In today's fast-paced digital landscape the need for scalable resilient and maintainable systems has never been more pressing. This book provides readers with the knowledge and skills they need to meet this challenge.
The book is written for software engineers architects and technical leaders who want to build distributed systems that meet the demands of today's digital landscape. It's also for anyone who wants to learn about the principles and patterns that govern the design of distributed systems.
By reading "Patterns of Distributed Systems" readers will gain a deep understanding of the principles and patterns that govern the design of distributed systems. They will learn how to choose the right approach for a given problem and how to design and build systems that meet the demands of today's fast-paced digital landscape.
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8oda
Is this book worth reading for microservice system design?
پاسخ کتاب:
( هوش مصنوعی به عنوان: Unmesh Joshi )"Patterns of Distributed Systems" is indeed a valuable resource for designing microservice systems. The book covers various patterns and principles that can be applied to the design of distributed systems, including microservices.
In the book, I cover topics such as service discovery, load balancing, circuit breakers, and fault tolerance, which are all essential for designing robust microservice systems. Additionally, the book discusses patterns for data consistency, event-driven architecture, and API composition, which are also relevant to microservice design.
While the book doesn't focus exclusively on microservices, the patterns and principles discussed can be applied to the design of microservice systems. So, if you're looking for a book that provides a solid foundation in distributed systems design, which can be applied to microservices, then "Patterns of Distributed Systems" is definitely worth reading.
However, keep in mind that the book covers a broader range of topics, so you may find some sections more relevant to your needs than others. But overall, I believe the book can provide valuable insights and practical advice for designing robust and scalable microservice systems.
sajjad0
give a summary of each chapter and takeaways
I'm a software developer so you can talk more technical aspects
پاسخ کتاب:
( هوش مصنوعی به عنوان: Unmesh Joshi )As the author of "Patterns of Distributed Systems", I'd be happy to provide a summary and technical takeaways for each chapter. Here's a rundown:
**Chapter 1: Introduction to Distributed Systems**
Summary: This chapter sets the stage for the book, introducing the basics of distributed systems, their importance, benefits, and challenges. It also defines key terms and provides an overview of the patterns we'll be exploring.
Takeaways:
* Distributed systems require careful consideration of communication, concurrency, and fault tolerance.
* Understanding the characteristics of distributed systems (e.g., latency, bandwidth, and reliability) is crucial for designing scalable and reliable systems.
**Chapter 2: Strategies for Load Balancing**
Summary: This chapter covers the strategies for load balancing, including round-robin, IP hashing, and variants of these techniques. We also discuss algorithmic approaches to load balancer design.
Takeaways:
* Round-robin and IP hashing are simple, effective strategies for load balancing.
* Algorithmic approaches to load balancer design can provide more optimal solutions, but require careful consideration of variables like node weights and request metrics.
**Chapter 3: Request Routing and Dispatch**
Summary: This chapter delves into the particulars of request routing and dispatch, including techniques for handling requests and dispatching them to nodes. We also discuss load balancers and dispatchers in the context of web applications.
Takeaways:
* Request routing and dispatch are critical components of distributed systems, ensuring efficient processing and scalability.
* Choosing the right load balancer and dispatcher for your application is crucial, considering factors like request volume, latency, and server availability.
**Chapter 4: Distributed Data Storage**
Summary: This chapter explores strategies for storing and retrieving data in distributed systems, including caching, caching proxies, and distributed data storage systems.
Takeaways:
* Distributed data storage can improve scalability and fault tolerance, but requires careful consideration of latency, consistency, and data availability.
* Cache-based systems can be efficient, but require thoughtful design to ensure that data is properly invalidated and updated.
**Chapter 5: Distributed Transactions and Consistency**
Summary: This chapter discusses distributed transactions, consistency models, and strategies for ensuring data consistency across distributed systems.
Takeaways:
* Distributed transactions are crucial for ensuring data consistency and integrity across distributed systems.
* Strategies like two-phase commit, multi-phase commit, and optimistic concurrency control can help ensure transactions are processed correctly and consistently.
**Chapter 6: Replication and Replica Management**
Summary: This chapter covers the importance of replication and replica management in distributed systems, including techniques for maintaining replica consistency and handling write conflicts.
Takeaways:
* Replication is essential for ensuring data availability and fault tolerance in distributed systems.
* Understanding conflict resolution strategies is crucial for replicating data and maintaining consistency across nodes.
These are just brief summaries and takeaways; I'd love to dive deeper into each chapter and discuss specific technical aspects with you.
merkousha
give me summerize of first chapter
پاسخ کتاب:
( هوش مصنوعی به عنوان: Unmesh Joshi )The first chapter of "Patterns of Distributed Systems" by Unmesh Joshi covers the introduction and overview of the book. It provides an introduction to the world of distributed systems, defining what a distributed system is and its characteristics.
merkousha
what this books about ?
پاسخ کتاب:
( هوش مصنوعی به عنوان: Unmesh Joshi )The book "Patterns of Distributed Systems" is all about exploring the fundamental principles and design patterns that govern the behavior of distributed systems. It delves into the intricacies of how such systems work, focusing on the interaction between components, communication patterns, and the flow of data between nodes. The book aims to provide a comprehensive guide to understanding the design principles, trade-offs, and techniques used to build robust, scalable, and maintainable distributed systems.
نظرات:
4.5
بر اساس 2 نظر کاربران
massoud
1 دیسمبر 2023، ساعت 21:29
I heard about it from Nabi's Telegram channel. It's a valuable book for software engineers.
shruti
3 مهر 2024، ساعت 14:06
explanatory