Cloud Observability With Azure Monitor

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Cloud Observability With Azure Monitor
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Author : José Ángel Fernández
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-11-22
Cloud Observability With Azure Monitor written by José Ángel Fernández 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 2024-11-22 with Computers categories.
Implement real-time monitoring, visualization, analytics, and troubleshooting strategies on Azure to ensure optimal performance and reliability in your cloud environment Key Features Monitor Azure-native, hybrid, and multi-cloud infrastructure effectively Design proactive incident responses and visualization dashboards for configuring, optimizing, and monitoring data Implement strategies for monitoring Azure applications using real-world case studies Purchase of the print or Kindle book includes a free PDF eBook Book Description Cloud observability is complex and costly due to the use of hybrid and multi-cloud infrastructure as well as various Azure tools, hampering IT teams’ ability to monitor and analyze issues. The authors distill their years of experience with Microsoft to share the strategic insights and practical skills needed to optimize performance, ensure reliability, and navigate the dynamic landscape of observability on Azure. You’ll get an in-depth understanding of cloud observability and Azure Monitor basics, before getting to grips with the configuration and optimization of data sources and pipelines for effective monitoring. You’ll learn about advanced data analysis techniques using metrics and the Kusto Query Language (KQL) for your logs, design proactive incident response strategies with automated alerts, and visualize reports via dashboards. Using hands-on examples and best practices, you’ll explore the integration of Azure Monitor with Azure Arc and third-party tools, such as Datadog, Elastic Stack, or Dynatrace. You’ll also implement artificial intelligence for IT Operations (AIOps) and secure monitoring for hybrid and multi-cloud environments, aligned with emerging trends. By the end of this book, you’ll be able to develop robust and cost-optimized observability solutions for monitoring your Azure infrastructure and apps using Azure Monitor. What you will learn Get a holistic overview of cloud observability with Azure Monitor Configure and optimize data sources to monitor Azure solutions Analyze logs and metrics using advanced data analysis techniques with KQL Design proactive incident response strategies with automated alerts Visualize monitoring data through impactful dashboards and reports Extend observability to hybrid and multi-cloud environments with Azure Arc Build and implement monitoring solutions on Azure, aligned with industry standards Who this book is for If you're a seasoned cloud engineer, cloud architect, DevOps engineer, SRE, or an aspiring cloud practitioner eager to elevate your observability skills on Azure and implement monitoring strategies using Azure Monitor, then this book is for you. A basic understanding of Azure cloud services, cloud infrastructure management, and network virtualization will be helpful.
Cloud Observability In Action
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Author : Michael Hausenblas
language : en
Publisher: Simon and Schuster
Release Date : 2024-01-23
Cloud Observability In Action written by Michael Hausenblas 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 2024-01-23 with Computers categories.
Don’t fly blind. Observability gives you actionable insights into your cloud native systems—from pinpointing errors, to increasing developer productivity, to tracking compliance. Observability is the difference between an error message and an error explanation with a recipe how to resolve the error! You know exactly which service is affected, who’s responsible for its repair, and even how it can be optimized in the future. Cloud Observability in Action teaches you how to set up an observability system that learns from a cloud application’s signals, logging, and monitoring, all using free and open source tools. In Cloud Observability in Action you will learn how to: Apply observability in cloud native systems Understand observability signals, including their costs and benefits Apply good practices around instrumentation and signal collection Deliver dashboarding, alerting, and SLOs/SLIs at scale Choose the correct signal types for given roles or tasks Pick the right observability tool for any given function Communicate the benefits of observability to management A well-designed observability system provides insight into bugs and performance issues in cloud native applications. They help your development team understand the impact of code changes, measure optimizations, and track user experience. Best of all, observability can even automate your error handling so that machine users apply their own fixes—no more 3AM calls for emergency outages. About the technology Cloud native systems are made up of hundreds of moving parts. When something goes wrong, it’s not enough to know there is a problem—you need to know where it is, what it is, and how to fix it. This book takes you beyond traditional monitoring, explaining observability systems that turn application telemetry into actionable insights. About the book Cloud Observability in Action gives you the background and techniques you need to successfully introduce observability into cloud-based serverless and Kubernetes environments. In it, you’ll learn to use open standards and tools like OpenTelemetry, Prometheus, and Grafana to build your own observability system and end reliance on proprietary software. You’ll discover insights from different telemetry signals, including logs, metrics, traces, and profiles. Plus, the book’s rigorous cost-benefit analysis ensures you’re getting a real return on your observability investment. What's inside Observability in and of cloud native systems Dashboarding, alerting, and SLOs/SLIs at scale Signal types for any role or task State-of-the-art open source observability tools About the reader For application developers, platform owners, DevOps, and SREs. About the author Michael Hausenblas is a Product Owner in the AWS open source observability team. Table of Contents 1 End-to-end observability 2 Signal types 3 Sources 4 Agents and instrumentation 5 Backend destinations 6 Frontend destinations 7 Cloud operations 8 Distributed tracing 9 Developer observability 10 Service level objectives 11 Signal correlation
Observability For Kubernetes Applications
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Author : Vikram Venkataraman
language : en
Publisher: BPB Publications
Release Date : 2025-02-27
Observability For Kubernetes Applications written by Vikram Venkataraman and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-27 with Computers categories.
DESCRIPTION Explore the dynamic intersection of Kubernetes and observability in this comprehensive guide Observability for Kubernetes Application. This book explains the intricacies of monitoring, logging, and tracing within the Kubernetes environment. Uncover practical strategies for mastering the telemetry signals to get a holistic understanding of system behavior. This technical guide provides a comprehensive coverage of Kubernetes observability, progressing from fundamental principles to advanced implementation patterns. It examines the three pillars - metrics, logs, and traces - alongside their collection and correlation methodologies. The book explores tool selection, OpenTelemetry standardization, and instrumentation techniques while diving into KPI implementation and eBPF profiling. Advanced topics cover multi-cloud observability, platform scaling, and AI-driven approaches, providing practical solutions for establishing robust observability in Kubernetes environments. Our aim is to provide you with convenient ways to master the telemetry signals using the right tools and future-proofing strategies. This book equips you to navigate the complexities of modern container orchestration by elevating the monitoring practices, and ensuring the application is available at all times. KEY FEATURES ● Learn why Kubernetes observability is vital for today's app reliability. ● Master metrics, logs, and traces with practical Kubernetes observability. ● Explore diverse tools and AIOps for automated, secure Kubernetes monitoring. WHAT YOU WILL LEARN ● Build a key observability platform to make apps strong and reliable. ● Understand core observability ideas using easy Kubernetes examples. ● Use metrics, logs, and traces to get vital app insights. ● Find and fix Kubernetes errors fast by linking data signals. ● Securely scale your platform using smart cost and security tips. ● Apply AI to monitor Kubernetes and automate issue resolution. WHO THIS BOOK IS FOR Students, software developers, platform administrators, and site reliability engineers will find this book valuable. With a little understanding of Kubernetes concepts, they will be able to better apply the observability strategies and improve the resiliency of the Kubernetes platform. TABLE OF CONTENTS 1. Introduction to Observability 2. Introducing Kubernetes 3. Observability’s Role in Kubernetes 4. Golden Signals of Observability 5. Matching Tools to Tasks 6. OpenTelemetry and Standardization 7. Instrumenting Applications 8. Knowing Your Key Performance Indicators 9. Mastering Metrics 10. Unlocking Power of Logs 11. Tracing the Trail 12. Unveiling the Profile Data 13. Correlating the Signals 14. Alerts and Visualization 15. Implementing Observability in Multi-cloud Environment 16. Scaling and Securing Observability Platform 17. Emerging Trends and Future of Observability
Sustainable Cloud Development
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Author : Parth Girish Patel
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-03-28
Sustainable Cloud Development written by Parth Girish Patel 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.
Reduce cloud costs and carbon footprint with sustainable design, GenAI, and green architecture principles Key Features Discover sustainable cloud practices, including carbon footprint analysis, optimization, and security Explore best practices, insights, and case studies for implementing sustainable solutions like generative AI workloads Learn cost-saving strategies through efficient resource use and business alignment Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWritten by three seasoned AWS solution architects, sustainability mentors, and thought leaders, Sustainable Cloud Development equips cloud professionals with actionable strategies to design, build, and optimize workloads that minimize environmental impact, while maintaining performance and scalability. This book combines practical insights, best practices, and case studies to help you align your cloud operations with global sustainability goals. From foundational concepts such as carbon footprint measurement to advanced techniques such as sustainable software architecture, generative AI lifecycle optimization, and cost-efficient cloud practices, this book covers every aspect of sustainable cloud development. You’ll get to grips with key tools, including AWS Cost Explorer, for analyzing costs and usage over time to right-size deployments; auto scaling for automatically scaling compute resources dynamically based on demand; Amazon Trusted Advisor for reviewing optimization recommendations across critical areas such as cost, performance, and security; and Amazon CloudWatch for detailed monitoring and threshold-based alerting around all resources and applications. This book serves as a practical blueprint for optimizing your cloud workloads for both high performance and a minimal environmental footprint.What you will learn Explore the principles of sustainable cloud computing and application performance analysis Discover best practices for data lifecycle management, storage optimization, and networking efficiency Understand and analyze the carbon footprint of cloud applications Implement sustainable software architecture and coding patterns Optimize the lifecycle and consumption of generative AI models Align cloud services with sustainability goals and global regulations Explore eco-friendly generative AI practices, including efficient model deployment Who this book is for This book is for cloud architects, engineers, DevOps professionals, and IT sustainability specialists who want to align their cloud practices with environmental goals. It also caters to software developers eager to build green, efficient solutions. A basic understanding of cloud services and IT infrastructure is necessary.
Architecting Cloud Native Serverless Solutions
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Author : Safeer CM
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-06-23
Architecting Cloud Native Serverless Solutions written by Safeer CM 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 2023-06-23 with Computers categories.
Get up and running with serverless workloads across AWS, Azure, GCP, Kubernetes, and virtual machines with real-life examples and best practices for design, development, and security of serverless applications Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn with DIY projects and step-by-step instructions for different serverless technologies and vendors Explore detailed sections on running serverless workloads across Kubernetes and virtual machines Discover Cloudflare Serverless Solutions to modernize your web applications Book Description Serverless computing has emerged as a mainstream paradigm in both cloud and on-premises computing, with AWS Lambda playing a pivotal role in shaping the Function-as-a-Service (FaaS) landscape. However, with the explosion of serverless technologies and vendors, it has become increasingly challenging to comprehend the foundational services and their offerings. Architecting Cloud Native Serverless Solutions lays a strong foundation for understanding the serverless landscape and technologies in a vendor-agnostic manner. You'll learn how to select the appropriate cloud vendors and technologies based on your specific needs. In addition, you'll dive deep into the serverless services across AWS, GCP, Azure, and Cloudflare followed by open source serverless tools such as Knative, OpenFaaS, and OpenWhisk, along with examples. You'll explore serverless solutions on Kubernetes that can be deployed on both cloud-hosted clusters and on-premises environments, with real-world use cases. Furthermore, you'll explore development frameworks, DevOps approaches, best practices, security considerations, and design principles associated with serverless computing. By the end of this serverless book, you'll be well equipped to solve your business problems by using the appropriate serverless vendors and technologies to build efficient and cost-effective serverless systems independently. What you will learn Understand the serverless landscape and its potential Build serverless solutions across AWS, Azure, and GCP Develop and run serverless applications on Kubernetes Implement open source FaaS with Knative, OpenFaaS, and OpenWhisk Modernize web architecture with Cloudflare Serverless Discover popular serverless frameworks and DevOps for serverless Explore software design and serverless architecture patterns Acquire an understanding of serverless development and security best practices Who this book is for This book is for DevOps, platform, cloud, site reliability engineers, or application developers looking to build serverless solutions. It's a valuable reference for solution architects trying to modernize a legacy application or working on a greenfield project. It's also helpful for anyone trying to solve business or operational problems without wanting to manage complicated technology infrastructure using serverless technologies. A basic understanding of cloud computing and some familiarity with at least one cloud vendor, Python programming language, and working with CLI will be helpful when reading this book.
Understanding Azure Monitoring
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Author : Bapi Chakraborty
language : en
Publisher: Apress
Release Date : 2019-11-21
Understanding Azure Monitoring written by Bapi Chakraborty and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-21 with Computers categories.
Explore the architectural constructs of Azure monitoring capabilities and learn various design and implementation aspects for complex use cases. This book covers the different scenarios in a modern-day multi-cloud enterprise and the tools available in Azure for monitoring and securing these environments. Understanding Azure Monitoring starts by discussing the rapid changes happening in the cloud and the challenges faced by cloud architects. You will then look at the basics of Azure monitoring and the available tools, including service level agreements (SLAs), auditing, and security. Next, you will learn how to select the best tools for monitoring, operational strategy, and integration with on-premises SIEM systems. You’ll work through some scenario-based examples to monitor the workload and respond to failures. Here, you will monitor a simple web application on Azure, a multi-region web application, andapplications that include PaaS and IaaS services. Towards the end of the book, you will explore monitoring in DevOps and see why it is important to be aware of continuous changes. What You Will Learn Work with Azure IaaS and PaaS resources and monitoring and diagnostics capabilities Discover how the operational landscape changes on Azure Look at cloud-only and on-premises hybrid integration Study architectural constructs for design and implementation Who This Book Is For Infrastructure and solution architects who want to integrate Azure-based monitoring solutions in a cloud native or hybrid-cloud architecture.
Azure Architecture Explained
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Author : David Rendón
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-22
Azure Architecture Explained written by David Rendón 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 2023-09-22 with Computers categories.
Enhance your career as an Azure architect with cutting-edge tools, expert guidance, and resources from industry leaders Key Features Develop your business case for the cloud with technical guidance from industry experts Address critical business challenges effectively by leveraging proven combinations of Azure services Tackle real-world scenarios by applying practical knowledge of reference architectures Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAzure is a sophisticated technology that requires a detailed understanding to reap its full potential and employ its advanced features. This book provides you with a clear path to designing optimal cloud-based solutions in Azure, by delving into the platform's intricacies. You’ll begin by understanding the effective and efficient security management and operation techniques in Azure to implement the appropriate configurations in Microsoft Entra ID. Next, you’ll explore how to modernize your applications for the cloud, examining the different computation and storage options, as well as using Azure data solutions to help migrate and monitor workloads. You’ll also find out how to build your solutions, including containers, networking components, security principles, governance, and advanced observability. With practical examples and step-by-step instructions, you’ll be empowered to work on infrastructure-as-code to effectively deploy and manage resources in your environment. By the end of this book, you’ll be well-equipped to navigate the world of cloud computing confidently.What you will learn Implement and monitor cloud ecosystem including, computing, storage, networking, and security Recommend optimal services for performance and scale Provide, monitor, and adjust capacity for optimal results Craft custom Azure solution architectures Design computation, networking, storage, and security aspects in Azure Implement and maintain Azure resources effectively Who this book is forThis book is an indispensable resource for Azure architects looking to develop cloud-based services along with deploying and managing applications within the Microsoft Azure ecosystem. It caters to professionals responsible for crucial IT operations, encompassing budgeting, business continuity, governance, identity management, networking, security, and automation. If you have prior experience in operating systems, virtualization, infrastructure, storage structures, or networking, and aspire to master the implementation of best practices in the Azure cloud, then this book will become your go-to guide.
Modern Infrastructure Design From Data Centers To Hybrid Clouds For Enterprises
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Author : Kishore Thota
language : en
Publisher: Xoffencer International Book Publication House
Release Date : 2025-06-27
Modern Infrastructure Design From Data Centers To Hybrid Clouds For Enterprises written by Kishore Thota and has been published by Xoffencer International Book Publication House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-27 with Computers categories.
The rapid evolution of digital transformation and the increasing demand for scalability, flexibility, and resilience have significantly reshaped enterprise infrastructure design. This book explores the modern infrastructure paradigm, transitioning from traditional data centers to dynamic hybrid cloud architectures. It delves into the foundational components of data centers compute, storage, networking and how these are being reimagined through virtualization, containerization, and orchestration technologies. The abstract highlights key drivers such as cost optimization, enhanced business continuity, and accelerated deployment cycles, which motivate enterprises to adopt hybrid models combining on- premises systems with public and private cloud services. It also examines the role of automation, infrastructure as code (IaC), observability stacks, and DevOps practices in ensuring operational efficiency and resilience. By integrating modern infrastructure principles, organizations can achieve agility and innovation while meeting compliance and security requirements in a rapidly evolving digital landscape. This study provides a comprehensive blueprint for enterprises aiming to modernize their infrastructure in alignment with future-ready, cloud-native strategies.
Comprehensive Logging Strategies
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-05-30
Comprehensive Logging Strategies written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-30 with Computers categories.
"Comprehensive Logging Strategies" "Comprehensive Logging Strategies" serves as an authoritative guide for architects, engineers, and IT professionals seeking deep expertise in designing, implementing, and optimizing logging systems in modern digital environments. Beginning with foundational concepts, the book demystifies the critical role of logging for monitoring, debugging, and maintaining compliance. Readers are led through evolving log structures, taxonomy of log levels, and the nuanced distinctions between event and audit logging—framing best practices for log generation across a spectrum of programming languages and systems. As the narrative progresses, the book offers an in-depth exploration of architectural paradigms for scaling log collection, storage, and analysis in distributed, containerized, and cloud-native infrastructures. Meticulously detailed chapters address centralized and decentralized designs, message buffering, disaster recovery, and strategies for maintaining reliability at scale. Advanced discussions illuminate log pipelines, retention lifecycle policies, data sovereignty, and cost optimization within high-volume environments, ensuring actionable guidance for real-world challenges. The later chapters address the intersection of logging with security, privacy, and regulatory compliance, unveiling sophisticated techniques for threat prevention, tamper-proof audit trails, and privacy-preserving log architectures. With sections devoted to AI-driven analytics, visualization, machine learning, root cause analysis, and the convergence of observability signals, this book empowers practitioners to move beyond log management into intelligent, proactive system observability. "Comprehensive Logging Strategies" stands as a vital resource for professionals committed to resilient, secure, and future-ready systems.
Darklang Development And Deployment
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-11
Darklang Development And Deployment 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 2025-07-11 with Computers categories.
"Darklang Development and Deployment" "Darklang Development and Deployment" is a comprehensive guide crafted for developers, architects, and technical leaders eager to master the capabilities and paradigms of Darklang—a groundbreaking platform designed to radically simplify the journey from code conception to production deployment. Beginning with the philosophical foundations and architectural underpinnings of Darklang, the book explores the motivations, design choices, and unique workflow that differentiate Darklang from traditional software stacks. Readers will gain a nuanced understanding of the edit-deploy-observe loop, the live coding environment, and the vibrant community that propels Darklang's continuous evolution. The text delves deeply into Darklang's functional language constructs, syntax, and semantics, offering practical perspectives on core programming idioms, robust error handling, and state management. It guides readers through in-built and external datastore integration, modern API development, authentication and authorization flows, and best practices for data privacy and regulatory compliance. Specialized chapters illuminate every aspect of the development lifecycle—from serving dynamic frontend content to orchestrating real-time systems, managing schema migrations, implementing granular security models, and measuring operational performance. Emphasizing developer productivity and operational excellence, the book showcases live collaboration tools, trace-driven debugging, automated CI/CD pipelines, graceful deployment patterns, and cost management strategies. It also addresses the challenges of scaling, disaster recovery, and integrating with broader cloud and edge ecosystems. Forward-looking readers will appreciate advanced chapters on microservice architectures, functional reactive programming, and the ongoing roadmap for serverless technologies. "Darklang Development and Deployment" equips professionals with both strategic context and actionable insights, empowering them to build and maintain robust, scalable, and secure applications on the Darklang platform.