Building Chaos
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Building Evolutionary Architectures
The software development ecosystem is constantly changing, providing a constant stream of new tools, frameworks, techniques, and paradigms. Over the past few years, incremental developments in core engineering practices for software development have created the foundations for rethinking how architecture changes over time, along with ways to protect important architectural characteristics as it evolves. This practical guide ties those parts together with a new way to think about architecture and time.
Chaos Engineering with Python
DESCRIPTION Chaos Engineering with Python is a comprehensive guide to designing, executing, and automating chaos experiments to build resilient systems. The book blends foundational theory with hands-on practice, ensuring readers gain an understanding of implementing chaos engineering effectively. It begins by defining resilience and tracing the evolution of chaos engineering from traditional testing methods. A core focus of the book is real-world application, demonstrating structured chaos experiments across various environments. Readers will learn fault injection techniques, how to analyze experiment results, and how to use tools like the Python Chaos Toolkit. The book extensively covers chaos engineering on Kubernetes, a critical skill for modern cloud-native applications, and explores experiments on virtual machines and AWS infrastructure, in addition to providing an overview of the managed chaos services. The book also emphasizes integrating chaos experiments into CI/CD pipelines, enabling automated, continuous resilience testing as part of the development workflow. Beyond tech, it provides guidance on embedding, measuring, and sustaining the cultural shift needed to embrace chaos engineering. This book is a valuable resource for anyone looking to understand and implement chaos engineering, from beginners to experienced practitioners, providing both the technical know-how and the cultural understanding necessary for building truly resilient systems. KEY FEATURES ● Progressive learning, starting with chaos principles, fault tolerance patterns to practical use cases, and finally to integration with CI/CD. ● Real-world use cases, including Kubernetes and cloud infrastructure, built with a structured and repeatable approach. ● Proven methods to embed chaos engineering culture in the enterprise and highlight its business value to stakeholders. WHAT YOU WILL LEARN ● Understand chaos engineering principles, resilience, and proactive failure testing. ● Implement chaos experiments using Python, Kubernetes, and cloud environments. ● Integrate chaos testing into CI/CD for continuous resilience validation. ● Apply fault injection techniques across VMs, infrastructure, and cloud systems. ● Leverage Python Chaos Toolkit for automated and structured chaos experiments. ● Foster a chaos engineering culture within DevOps and SRE teams. WHO THIS BOOK IS FOR This book is for software engineers, DevOps engineers, SREs, and IT professionals looking to implement chaos engineering. Readers should have basic programming knowledge and familiarity with cloud computing concepts, though a Python refresher is provided. TABLE OF CONTENTS 1. Resilience and Evolution of Chaos Engineering 2. Rapid Refresher on Python Essentials 3. Implementation Journey of Chaos Experiments 4. Up and Running with Python Chaos Toolkit 5. Chaos Experiments on Virtual Machines 6. Chaos Experiments with Kubernetes 7. Chaos Experiments with Infrastructure 8. Integrating Chaos Experiments into CI/CD Pipelines 9. Embedding Chaos Engineering Culture
Building Resilient Architectures on AWS
Author: Ajit Puthiyavettle
language: en
Publisher: Packt Publishing Ltd
Release Date: 2024-12-06
Unlock the power of AWS to create resilient cloud architectures on AWS and operate your business efficiently using best practices Key Features Transform chaos into reliability with real-world case studies and cutting-edge methods to design robust AWS architectures Minimize downtime and protect business revenue through battle-tested architectural strategies Implement scalable architecture solutions on AWS using proven patterns and best practices Purchase of the print or Kindle book includes a free PDF eBook Book Description Building systems that can withstand failure is key to running a successful business on the cloud. Learn from distinguished AWS experts--Ajit, Imaya, and Rodrigue--who bring over four decades of experience in architecting enterprise-scale solutions, speaking at major AWS conferences, and implementing resilience strategies across diverse industries, as they guide you through building highly available and fault-tolerant applications on AWS.This book explores resiliency, offering steps to design, build, and operate resilient architectures on AWS. You'll master data security practices, backup strategies, and automation techniques, helping you build strong defenses and reliable recovery plans for resilience against disruptions. You'll also learn how to apply AWS Well-Architected pillars to design applications with redundancy, loose coupling, graceful degradation, and fault isolation. With architecture examples, you'll validate your design's effectiveness through resilient patterns, performance monitoring, and chaos engineering.By the end of this book, you'll be equipped with best practices for creating robust cloud infrastructures to ensure business continuity and success and become proficient at creating fault-tolerant systems, optimizing performance, and ensuring reliability across regions. What you will learn Master the key concepts and principles of building resilience in the cloud Architect modern applications using serverless and containers following best practices Use the AWS Well-Architected Framework to build durable architectures Anticipate operational events with chaos engineering techniques Understand when and how to use multi-region and cell-based architectures Attain highly efficient and reliable workload architectures on AWS Navigate the collaborative approach of the AWS Shared Responsibility Who this book is for The book is for developers, architects, site reliability engineers, and IT managers who use cloud services for their workloads. It is particularly valuable for those using AWS to develop, deploy, and operate their applications. Prior knowledge of public cloud, architecting highly available infrastructure and applications, software development, deployment, and DevOps practices is assumed.