Kubernetes Anti Patterns
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Kubernetes Anti Patterns
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Author : Govardhana Miriyala Kannaiah
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-06-21
Kubernetes Anti Patterns written by Govardhana Miriyala Kannaiah and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-21 with Computers categories.
Discover practical insights for mastering Kubernetes problem-solving and efficient ecosystem management Key Features Learn to recognize common Kubernetes anti-patterns with the guidance of a community expert Discover actionable strategies and best practices to address anti-patterns Explore methods for fostering a culture of continuous improvement in Kubernetes Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAs the popularity of Kubernetes continues to grow, it’s essential to understand and navigate the potential challenges of scalability, resource optimization, troubleshooting, and security. Kubernetes Anti-Patterns offers vital insights and strategies tailored to the current needs of practitioners and enthusiasts navigating the complexities of Kubernetes. Penned by an AWS-certified solutions architect with 16+ years of experience, this book will teach you the essential Kubernetes anti-patterns, their types, causes, and consequences. You’ll find practical solutions for each of the challenges and uncover real-world examples and case studies to enhance your Kubernetes expertise. Beyond technical details, you’ll delve into optimization, proactive assessment, and prevention strategies, ensuring your Kubernetes endeavors are marked by success and efficiency. Experienced or beginner, this book will equip you with the right knowledge to deploy and maintain a robust Kubernetes environment. By the end of this book, you’ll gain a holistic understanding of Kubernetes anti-patterns and develop the expertise to identify and address issues in various Kubernetes contexts. This knowledge will enable you to optimize your container orchestration environments and ensure the reliability, scalability, and security of your applications. What you will learn Get to grips with the nature and characteristics of Kubernetes anti-patterns Find out how to achieve stable Kubernetes deployments Extract insights from real-world use cases for informed decision-making Cultivate a proactive mindset for anticipating and preventing potential problems Optimize Kubernetes deployments for improved efficiency and performance Discover actionable strategies for continuous improvement in your Kubernetes workflow Who this book is for Kubernetes Anti-Patterns is for anyone who is actively working with or planning to work with Kubernetes in their professional roles. DevOps engineers, system administrators, software developers, IT managers, or any other professional responsible for container orchestration and deployment will find this book useful. A foundational understanding of Kubernetes concepts, terminology, and basic operations is assumed. Familiarity with key components like pods, services, deployments, and how Kubernetes manages containerized applications is required.
Kubernetes An Enterprise Guide
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Author : Marc Boorshtein
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-08-30
Kubernetes An Enterprise Guide written by Marc Boorshtein and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-30 with Computers categories.
Enhance your Kubernetes skills with Istio integration, security best practices, advanced CI/CD techniques, and effective monitoring using Prometheus and Grafana. Gain expertise in multitenancy, secrets management, and global load balancing to optimize deployments, improve security, and streamline operations in enterprise environments. Key Features Practical insights on running Kubernetes in enterprise environments, backed by real-world experience Strategies for securing clusters with runtime security, direct pod mounting, and Vault integration for secrets management A dual-perspective approach that covers Kubernetes administration and development for a complete understanding Book DescriptionKubernetes – An Enterprise Guide, Third Edition, provides a practical and up-to-date resource for navigating modern cloud-native technologies. This edition covers advanced Kubernetes deployments, security best practices, and key strategies for managing enterprise workloads efficiently. The book explores critical topics such as virtual clusters, container security, and secrets management, offering actionable insights for running Kubernetes in production environments. Learn how to transition to microservices with Istio, implement GitOps and CI/CD for streamlined deployments, and enhance security using OPA/Gatekeeper and KubeArmor. Designed for professionals, this guide equips you with the knowledge to integrate Kubernetes with industry-leading tools and optimize business-critical applications. Stay ahead in the evolving cloud landscape with strategies that drive efficiency, security, and scalability.What you will learn Manage secrets securely using Vault and External Secret Operator Create multitenant clusters with vCluster for isolated environments Monitor Kubernetes clusters with Prometheus and visualize metrics using Grafana Aggregate and analyze logs centrally with OpenSearch for deeper insights Build a CI/CD developer platform by integrating GitLab and ArgoCD Deploy applications in an Istio service mesh and enforce security with OPA and GateKeeper Secure container runtimes and prevent attacks using KubeArmor Who this book is for This book is designed for DevOps engineers, developers, and system administrators looking to deepen their knowledge of Kubernetes for enterprise environments. It is ideal for professionals who want to enhance their skills in containerization, automation, and cloud-native deployments. While prior experience with Docker and Kubernetes is helpful, beginners can get up to speed with the included Kubernetes bootcamp, which provides foundational concepts and a refresher for those needing it.
Kubernetes A Complete Devops Cookbook
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Author : Murat Karslioglu
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-03-13
Kubernetes A Complete Devops Cookbook written by Murat Karslioglu and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-13 with Computers categories.
Leverage Kubernetes and container architecture to successfully run production-ready workloads Key FeaturesImplement Kubernetes to orchestrate and scale applications proficientlyLeverage the latest features of Kubernetes to resolve common as well as complex problems in a cloud-native environmentGain hands-on experience in securing, monitoring, and troubleshooting your applicationBook Description Kubernetes is a popular open source orchestration platform for managing containers in a cluster environment. With this Kubernetes cookbook, you’ll learn how to implement Kubernetes using a recipe-based approach. The book will prepare you to create highly available Kubernetes clusters on multiple clouds such as Amazon Web Services (AWS), Google Cloud Platform (GCP), Azure, Alibaba, and on-premises data centers. Starting with recipes for installing and configuring Kubernetes instances, you’ll discover how to work with Kubernetes clients, services, and key metadata. You’ll then learn how to build continuous integration/continuous delivery (CI/CD) pipelines for your applications, and understand various methods to manage containers. As you advance, you’ll delve into Kubernetes' integration with Docker and Jenkins, and even perform a batch process and configure data volumes. You’ll get to grips with methods for scaling, security, monitoring, logging, and troubleshooting. Additionally, this book will take you through the latest updates in Kubernetes, including volume snapshots, creating high availability clusters with kops, running workload operators, new inclusions around kubectl and more. By the end of this book, you’ll have developed the skills required to implement Kubernetes in production and manage containers proficiently. What you will learnDeploy cloud-native applications on KubernetesAutomate testing in the DevOps workflowDiscover and troubleshoot common storage issuesDynamically scale containerized services to manage fluctuating traffic needsUnderstand how to monitor your containerized DevOps environmentBuild DevSecOps into CI/CD pipelinesWho this book is for This Kubernetes book is for developers, IT professionals, and DevOps engineers and teams who want to use Kubernetes to manage, scale, and orchestrate applications in their organization. Basic understanding of Kubernetes and containerization is necessary.
Practical Jsonnet For Configuration Engineering
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-08-19
Practical Jsonnet For Configuration Engineering written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-19 with Computers categories.
"Practical Jsonnet for Configuration Engineering" "Practical Jsonnet for Configuration Engineering" is a comprehensive guide to mastering modern configuration management with Jsonnet, the powerful data templating language designed for complex infrastructure and applications. The book opens with an exploration of the paradigm shift toward configuration as code, contrasting Jsonnet’s flexible capabilities with conventional tools like YAML and JSON, before guiding readers step-by-step through setup, best practices, and the essential tooling ecosystem. Emphasizing both foundational and advanced language features, it equips engineers to model, generate, and scale robust configuration with clarity and confidence. Delving into Jsonnet’s core constructs, the book expertly covers object-oriented configuration, parameterized modules, overlays for hierarchical environments, and advanced patterns such as comprehensions, imports, and native extensions. It addresses real-world design patterns for reliability and scalability, while also outlining strategies for automated validation, error handling, and modular code organization—practices crucial for maintaining large-scale or enterprise codebases. With dedicated chapters on CI/CD integration, Kubernetes management, secure handling of secrets, and drift detection, the guide empowers practitioners to operationalize Jsonnet in production-ready pipelines. Beyond the language itself, "Practical Jsonnet for Configuration Engineering" stands out with its deep dives into extensibility, industry case studies, and the critical aspects of security, governance, and team collaboration. Readers gain insight into auditability and policy-as-code, cross-team workflows, and the demands of large, multi-environment deployments. Concluding with a look at emerging trends and architectural strategies for agility, this book is both a definitive technical manual and a practical playbook for engineers, DevOps professionals, and architects charting the future of configuration management.
Helm Secrets In Practice
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-12
Helm Secrets In Practice written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-12 with Computers categories.
"Helm Secrets in Practice" "Helm Secrets in Practice" is a comprehensive guide for DevOps engineers, Kubernetes administrators, and security professionals seeking to master the intricacies of secure secret management using Helm. The book begins with a deep dive into Helm’s internal architecture and Kubernetes native secret models, framing critical security challenges and regulatory considerations that practitioners face in modern cloud-native environments. Readers are equipped with advanced threat modeling skills, learn the nuances of encryption for data at rest and in transit, and gain a firm understanding of compliance requirements intersecting with secret workflows. Moving beyond the fundamentals, the book explores the integration of external secret management platforms such as Vault, AWS Secrets Manager, and Kubernetes External Secrets. With hands-on coverage of the helm-secrets plugin, SOPS, GPG, and major cloud KMS providers, the book delivers actionable techniques for securely templating Helm charts, orchestrating CI/CD secret pipelines, and enabling effective cross-platform secret delivery. Each chapter offers expert guidance for policy development, auditing, monitoring, and the practical implementation of operational guardrails—empowering teams to prevent inadvertent leaks, enforce governance, and automate compliance throughout the secret lifecycle. "Helm Secrets in Practice" is rounded out by a rich suite of real-world case studies—from incident response post-mortems to patterns guiding enterprise adoption and multi-cloud migrations. The text delves into advanced topics like sealed secrets, workload identity integration, serverless use-cases, and dynamic policy-driven automation, ensuring readers are ready to operationalize secure secret management at scale. With both foundational explanation and advanced patterns, this book serves as an essential reference for professionals intent on building resilient, secure, and compliant Kubernetes deployments using Helm.
Handbook Of Research On Applied Data Science And Artificial Intelligence In Business And Industry
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Author : Chkoniya, Valentina
language : en
Publisher: IGI Global
Release Date : 2021-06-25
Handbook Of Research On Applied Data Science And Artificial Intelligence In Business And Industry written by Chkoniya, Valentina and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-06-25 with Computers categories.
The contemporary world lives on the data produced at an unprecedented speed through social networks and the internet of things (IoT). Data has been called the new global currency, and its rise is transforming entire industries, providing a wealth of opportunities. Applied data science research is necessary to derive useful information from big data for the effective and efficient utilization to solve real-world problems. A broad analytical set allied with strong business logic is fundamental in today’s corporations. Organizations work to obtain competitive advantage by analyzing the data produced within and outside their organizational limits to support their decision-making processes. This book aims to provide an overview of the concepts, tools, and techniques behind the fields of data science and artificial intelligence (AI) applied to business and industries. The Handbook of Research on Applied Data Science and Artificial Intelligence in Business and Industry discusses all stages of data science to AI and their application to real problems across industries—from science and engineering to academia and commerce. This book brings together practice and science to build successful data solutions, showing how to uncover hidden patterns and leverage them to improve all aspects of business performance by making sense of data from both web and offline environments. Covering topics including applied AI, consumer behavior analytics, and machine learning, this text is essential for data scientists, IT specialists, managers, executives, software and computer engineers, researchers, practitioners, academicians, and students.
Cloud Native Anti Patterns
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Author : Gerald Bachlmayr
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-03-28
Cloud Native Anti Patterns written by Gerald Bachlmayr and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-28 with Computers categories.
Build a resilient, cloud-native foundation by tackling common anti-patterns head on with practical strategies, cultural shifts, and technical fixes across AWS, Azure, and GCP Key Features Identify common anti-patterns in agile cloud-native delivery and learn to adopt good habits Learn high-performing cloud-native delivery with expert strategies and real-world examples Get prescriptive guidance on how to spot and remediate anti-patterns in your organization Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionSuccessfully transitioning to a cloud-native architecture demands more than just new tools—it requires a change in mindset. Written by cloud transformation experts Gerald Bachlmayr, Aiden Ziegelaar, Alan Blockley, and Bojan Zivic—this guide shows you how to identify and remediate cloud anti-patterns, manage FinOps, meet security goals, and understand cloud storage, thus steering your organization to become truly cloud native. You will develop the skills necessary to navigate the cloud native landscape, irrespective of the platform: AWS. Azure or GCP! You’ll start by exploring the events that shaped our understanding of the modern cloud-native stack. Through practical examples, you’ll learn how to implement a suitable governance model, adopt FinOps and DevSecOps best practices, and create an effective cloud native roadmap. You will identify common anti-patterns and refactor them into best practices. The book examines potential pitfalls and suggests solutions that enhance business agility. You’ll also gain expert insights into observability, migrations, and testing of cloud native solutions.What you will learn Get to grips with the common anti-patterns of building on and migrating to the cloud Identify security pitfalls before they become insurmountable Acknowledge governance challenges before they become problematic Drive cultural change in your organization for cloud adoption Explore examples across the SDLC phases and technology layers Minimize the operational risk of releases using powerful deployment strategies Refactor or migrate a solution from an anti-pattern to a best practice design Effectively adopt supply chain security practices Who this book is for This book is for cloud professionals with any level of experience who want to deepen their knowledge and guide their organization toward cloud-native success. It is Ideal for cloud architects, engineers (cloud, software, data, or network), cloud security experts, technical leaders, and cloud operations personnel. While no specific expertise is required, a background in architecture, software development, data, networks, operations, or governance will be helpful.
Kubernetes An Enterprise Guide
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Author : Marc Boorshtein
language : en
Publisher: Packt Publishing Ltd
Release Date : 2021-12-22
Kubernetes An Enterprise Guide written by Marc Boorshtein and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-12-22 with Computers categories.
Master core Kubernetes concepts important to enterprises from security, policy, and management point-of-view. Learn to deploy a service mesh using Istio, build a CI/CD platform, and provide enterprise security to your clusters. Key Features Extensively revised edition to cover the latest updates and new releases along with two new chapters to introduce Istio Get a firm command of Kubernetes from a dual perspective of an admin as well as a developer Understand advanced topics including load balancing, externalDNS, global load balancing, authentication integration, policy, security, auditing, backup, Istio and CI/CD Book DescriptionKubernetes has taken the world by storm, becoming the standard infrastructure for DevOps teams to develop, test, and run applications. With significant updates in each chapter, this revised edition will help you acquire the knowledge and tools required to integrate Kubernetes clusters in an enterprise environment. The book introduces you to Docker and Kubernetes fundamentals, including a review of basic Kubernetes objects. You’ll get to grips with containerization and understand its core functionalities such as creating ephemeral multinode clusters using KinD. The book has replaced PodSecurityPolicies (PSP) with OPA/Gatekeeper for PSP-like enforcement. You’ll integrate your container into a cloud platform and tools including MetalLB, externalDNS, OpenID connect (OIDC), Open Policy Agent (OPA), Falco, and Velero. After learning to deploy your core cluster, you’ll learn how to deploy Istio and how to deploy both monolithic applications and microservices into your service mesh. Finally, you will discover how to deploy an entire GitOps platform to Kubernetes using continuous integration and continuous delivery (CI/CD).What you will learn Create a multinode Kubernetes cluster using KinD Implement Ingress, MetalLB, ExternalDNS, and the new sandbox project, K8GBConfigure a cluster OIDC and impersonation Deploy a monolithic application in Istio service mesh Map enterprise authorization to Kubernetes Secure clusters using OPA and GateKeeper Enhance auditing using Falco and ECK Back up your workload for disaster recovery and cluster migration Deploy to a GitOps platform using Tekton, GitLab, and ArgoCD Who this book is for This book is for anyone interested in DevOps, containerization, and going beyond basic Kubernetes cluster deployments. DevOps engineers, developers, and system administrators looking to enhance their IT career paths will also find this book helpful. Although some prior experience with Docker and Kubernetes is recommended, this book includes a Kubernetes bootcamp that provides a description of Kubernetes objects to help you if you are new to the topic or need a refresher.
Apache Kafka In Action
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Author : Anatoly Zelenin
language : en
Publisher: Simon and Schuster
Release Date : 2025-06-03
Apache Kafka In Action written by Anatoly Zelenin and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-03 with Computers categories.
Apache Kafka, start to finish. Apache Kafka in Action: From basics to production guides you through the concepts and skills you’ll need to deploy and administer Kafka for data pipelines, event-driven applications, and other systems that process data streams from multiple sources. Authors Anatoly Zelenin and Alexander Kropp have spent years using Kafka in real-world production environments. In this guide, they reveal their hard-won expert insights to help you avoid common Kafka pitfalls and challenges. Inside Apache Kafka in Action you’ll discover: • Apache Kafka from the ground up • Achieving reliability and performance • Troubleshooting Kafka systems • Operations, governance, and monitoring • Kafka use cases, patterns, and anti-patterns Clear, concise, and practical, Apache Kafka in Action is written for IT operators, software engineers, and IT architects working with Kafka every day. Chapter by chapter, it guides you through the skills you need to deliver and maintain reliable and fault-tolerant data-driven applications. Foreword by Adam Bellemare. About the technology Apache Kafka is the gold standard streaming data platform for real-time analytics, event sourcing, and stream processing. Acting as a central hub for distributed data, it enables seamless flow between producers and consumers via a publish-subscribe model. Kafka easily handles millions of events per second, and its rock-solid design ensures high fault tolerance and smooth scalability. About the book Apache Kafka in Action is a practical guide for IT professionals who are integrating Kafka into data-intensive applications and infrastructures. The book covers everything from Kafka fundamentals to advanced operations, with interesting visuals and real-world examples. Readers will learn to set up Kafka clusters, produce and consume messages, handle real-time streaming, and integrate Kafka into enterprise systems. This easy-to-follow book emphasizes building reliable Kafka applications and taking advantage of its distributed architecture for scalability and resilience. What's inside • Master Kafka’s distributed streaming capabilities • Implement real-time data solutions • Integrate Kafka into enterprise environments • Build and manage Kafka applications • Achieve fault tolerance and scalability About the reader For IT operators, software architects and developers. No experience with Kafka required. About the author Anatoly Zelenin is a Kafka expert known for workshops across Europe, especially in banking and manufacturing. Alexander Kropp specializes in Kafka and Kubernetes, contributing to cloud platform design and monitoring. Table of Contents Part 1 1 Introduction to Apache Kafka 2 First steps with Kafka Part 2 3 Exploring Kafka topics and messages 4 Kafka as a distributed log 5 Reliability 6 Performance Part 3 7 Cluster management 8 Producing and persisting messages 9 Consuming messages 10 Cleaning up messages Part 4 11 Integrating external systems with Kafka Connect 12 Stream processing 13 Governance 14 Kafka reference architecture 15 Kafka monitoring and alerting16 Disaster management 17 Comparison with other technologies 18 Kafka’s role in modern enterprise architectures Appendixes A Setting up a Kafka test environment B Monitoring setup
Datree Policy Enforcement For Kubernetes Configurations
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-12
Datree Policy Enforcement For Kubernetes Configurations written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-12 with Computers categories.
"Datree: Policy Enforcement for Kubernetes Configurations" "Datree: Policy Enforcement for Kubernetes Configurations" provides an in-depth, authoritative guide to safeguarding Kubernetes environments through robust policy management. This comprehensive volume opens with foundational principles, including a rigorous exploration of Kubernetes configuration management, the theoretical underpinnings of policy enforcement, and a clear-eyed assessment of the risks posed by misconfigurations. It methodically compares leading policy engines such as OPA, Kyverno, and Datree itself, while introducing the transformative “Policy as Code” paradigm and the design imperatives for enforcing scalable, resilient controls in large, dynamic clusters. The heart of the book is a detailed examination of Datree’s architecture and its deeply extensible policy language. Readers are guided through Datree’s core components, processing pipeline, and CLI, as well as advanced authoring of custom policies using JSONPath/XPath and best-in-class composability strategies. Rich, practical chapters cover integration with DevOps workflows—demonstrating seamless adoption across CI/CD systems—while security-centric sections provide actionable guidance for encoding industry standards, preventing data leaks, and building incident response processes powered by automated policy checks and comprehensive audit reporting. Moving beyond implementation, the book explores advanced patterns, anti-patterns, and real-world case studies, equipping practitioners to design, scale, and democratize sophisticated policy enforcement across enterprise and multi-cloud settings. Coverage of Datree’s ecosystem, interoperability tactics, and future directions—including machine learning, continuous verification, and self-healing remediation—makes this essential reading for cloud architects, platform engineers, and DevSecOps leaders committed to operational excellence and compliance in cloud-native infrastructures.