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System Design Guide for Software Professionals

System Design Guide for Software Professionals

By : Dhirendra Sinha, Tejas Chopra
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System Design Guide for Software Professionals

System Design Guide for Software Professionals

By: Dhirendra Sinha, Tejas Chopra

Overview of this book

Building scalable software systems is more critical than ever. Yet, many software professionals struggle to navigate the complexities of system design, especially when aiming for positions at top tech companies. Written by Dhirendra Sinha, a seasoned Engineering Leader at Google with a blend of experience working at large companies such as Cisco, Oracle, and Yahoo, and Tejas Chopra, a Senior Software Engineer at Netflix, a TEDx speaker, and a Co-Founder of GoEB1, this comprehensive and authoritative resource on system design offers invaluable insights and strategies to help you excel in interviews with all major tech companies. This guide covers the basics of system design, including the principles and techniques of distributed systems, and delves into core building blocks such as distributed system theorems, attributes, and the design and implementation of system components. Following examples of popular applications such as Uber, Twitter, Instagram, Google Docs, and Netflix, you’ll learn how to apply concepts to real-world scenarios. The book offers expert advice and strategies for preparing and acing system design interviews, along with a mind map/cheat sheet summarizing the key takeaways. By the end of this book, you’ll be equipped with unique techniques and the confidence to solve any coding interview question.
Table of Contents (21 chapters)
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1
Part 1: Foundations of System Design
5
Part 2: Core Components of Distributed Systems
10
Part 3: System Design in Practice

Metrics in a distributed system

Metrics are a numerical representation of data measured over intervals of time. They provide a quantifiable way to assess the performance and health of your system. In a distributed system, it’s important to collect metrics from all your services and aggregate them in a central location.

Metrics provide insights into the behavior and performance of your system, helping you make informed decisions about scaling, performance optimization, and troubleshooting. They can help you answer questions such as the following:

  • How is the system performing?
  • Is the system meeting its service level objectives?
  • Are there any performance bottlenecks?
  • Is the system behaving as expected?

We will now talk about the types of metrics in a distributed system, some open-source tools typically used by enterprises, and some best practices for system design architects to implement metrics at scale.

Types of metrics

There are several types...

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