Learning Opentelemetry
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Learning Opentelemetry
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Author : Ted Young
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-03-06
Learning Opentelemetry written by Ted Young and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-06 with Computers categories.
OpenTelemetry is a revolution in observability data. Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to set up, operate, and troubleshoot the OpenTelemetry observability system. Authors Austin Parker, head of developer relations at Lightstep and OpenTelemetry Community Maintainer, and Ted Young, cofounder of the OpenTelemetry project, cover every OpenTelemetry component, as well as observability best practices for many popular cloud, platform, and data services such as Kubernetes and AWS Lambda. You'll learn how OpenTelemetry enables OSS libraries and services to provide their own native instrumentation—a first in the industry. Ideal for application developers, OSS maintainers, operators and infrastructure teams, and managers and team leaders, this book guides you through: The principles of modern observability All OpenTelemetry components—and how they fit together A practical approach to instrumenting platforms and applications Methods for installing, operating, and troubleshooting an OpenTelemetry-based observability solution Ways to roll out and maintain end-to-end observability across a large organization How to write and maintain consistent, high-quality instrumentation without a lot of work
Learning Opentelemetry
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Author : Ted Young
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2024-03-06
Learning Opentelemetry written by Ted Young and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-06 with Computers categories.
OpenTelemetry is a revolution in observability data. Instead of running multiple uncoordinated pipelines, OpenTelemetry provides users with a single integrated stream of data, providing multiple sources of high-quality telemetry data: tracing, metrics, logs, RUM, eBPF, and more. This practical guide shows you how to set up, operate, and troubleshoot the OpenTelemetry observability system. Authors Austin Parker, head of developer relations at Lightstep and OpenTelemetry Community Maintainer, and Ted Young, cofounder of the OpenTelemetry project, cover every OpenTelemetry component, as well as observability best practices for many popular cloud, platform, and data services such as Kubernetes and AWS Lambda. You'll learn how OpenTelemetry enables OSS libraries and services to provide their own native instrumentation—a first in the industry. Ideal for application developers, OSS maintainers, operators and infrastructure teams, and managers and team leaders, this book guides you through: The principles of modern observability All OpenTelemetry components—and how they fit together A practical approach to instrumenting platforms and applications Methods for installing, operating, and troubleshooting an OpenTelemetry-based observability solution Ways to roll out and maintain end-to-end observability across a large organization How to write and maintain consistent, high-quality instrumentation without a lot of work
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
Mastering Prometheus
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Author : William Hegedus
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-04-19
Mastering Prometheus written by William Hegedus 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 2024-04-19 with Computers categories.
Learn how to effectively implement, manage, and optimize Prometheus for monitoring your systems Key Features Achieve high availability with Prometheus by using Thanos Integrate Prometheus into your broader observability stack with OpenTelemetry Tweak, tune, and debug Prometheus to reliably scale without limits Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionWith an increased focus on observability and reliability, establishing a scalable and reliable monitoring environment is more important than ever. Over the last decade, Prometheus has emerged as the leading open-source, time-series based monitoring software catering to this demand. This book is your guide to scaling, operating, and extending Prometheus from small on-premises workloads to multi-cloud globally distributed workloads and everything in between. Starting with an introduction to Prometheus and its role in observability, the book provides a walkthrough of its deployment. You’ll explore Prometheus’s query language and TSDB data model, followed by dynamic service discovery for monitoring targets and refining alerting through custom templates and formatting. The book then demonstrates horizontal scaling of Prometheus via sharding and federation, while equipping you with debugging techniques and strategies to fine-tune data ingestion. Advancing through the chapters, you’ll manage Prometheus at scale through CI validations and templating with Jsonnet, and integrate Prometheus with other projects such as OpenTelemetry, Thanos, VictoriaMetrics, and Mimir. By the end of this book, you’ll have practical knowledge of Prometheus and its ecosystem, which will help you discern when, why, and how to scale it to meet your ever-growing needs.What you will learn Deploy Prometheus and Node Exporter to public clouds and Kubernetes Gain in-depth knowledge of how Prometheus's underlying code works Build your own custom service-discovery providers for Prometheus Debug Prometheus performance issues to identify cardinality issues in your environment Use VictoriaMetrics and/or Grafana Mimir for remote storage of Prometheus data Define and implement SLO-based alerting Who this book is for The book is for site reliability engineers (SREs), developers, and platform engineers involved in the monitoring and observability of their team or company’s systems. A background in Prometheus is assumed, so the book dedicates minimal time to the basics of getting Prometheus up and running. Whether you aim to expand monitoring capabilities, streamline configuration management, or enhance integration with existing tools, this book will help you maximize the potential of your Prometheus monitoring stack.
Learn Apache Kafka
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Author : Diego Rodrigues
language : en
Publisher: StudioD21
Release Date : 2025-07-15
Learn Apache Kafka written by Diego Rodrigues and has been published by StudioD21 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-15 with Business & Economics categories.
LEARN APACHE KAFKA Stream Real-Time Data with High Performance This book is designed for students and professionals seeking to master Apache Kafka in corporate environments, data engineering, DevOps, technical squads, and large-scale data streaming projects. With a practical approach and validated examples, you will learn how to configure clusters, operate distributed pipelines, implement resilient producers and consumers, orchestrate integrations with SQL and NoSQL databases, and manage critical data flows with high availability, security, and performance. The content covers professional installation, message production and consumption, partition tuning, automation with Docker and Kubernetes, integration with PostgreSQL, MongoDB, Spark, advanced monitoring with Prometheus and Grafana, as well as security with SSL, ACLs, and authentication. It includes techniques for topic modeling, replication, offset management, CDC with Debezium, Schema Registry usage, CI/CD deployments, troubleshooting, observability strategies, automation, and governance. Includes: • Professional installation and operation of Kafka clusters • Integration with PostgreSQL, MongoDB, Spark, ELK, Jenkins • Topic modeling, partition tuning, and replication • Security with SSL, ACLs, authentication, and authorization • Monitoring and metrics with Prometheus, Grafana, JMX • CDC, Schema Registry, CI/CD pipelines, and cloud-native automation • Error resolution, troubleshooting, and best practices Master Apache Kafka and lead the development of data pipelines, integration automation, event-driven solutions, distributed architecture, and critical real-time projects. kafka, distributed messaging, devops, data streaming, clusters, producers, consumers, ci/cd, kubernetes, systems integration, monitoring, security, cloud, ruby, go, python
Learn Prometheus
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Author : Diego Rodrigues
language : en
Publisher: StudioD21
Release Date : 2025-07-06
Learn Prometheus written by Diego Rodrigues and has been published by StudioD21 this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-06 with Business & Economics categories.
LEARN PROMETHEUS Monitor Infrastructure, Applications, and Services in Modern Environments This book is ideal for students and professionals seeking excellence in modern monitoring, cloud integration, and DevOps automation with Prometheus. Learn how to instrument infrastructure, applications, Kubernetes clusters, networks, databases, storage, SaaS services, messaging, and multi-cloud environments such as AWS, Google Cloud, Azure, and Oracle. Develop robust practices for metrics collection, integration with official and custom exporters, advanced visualization with Grafana, automation with Ansible, Terraform, and Helm, as well as intelligent alert management via Alertmanager and global compliance. Includes: • Distributed monitoring in AWS, Google Cloud, Azure, and Oracle • Native integration with Kubernetes, Docker, hybrid clusters, and SaaS • Instrumentation of APIs, databases, storage, messaging, and critical services • Dynamic dashboards, PromQL queries, and professional Grafana panels • Automation of deploys, CI/CD pipelines, and large-scale provisioning • Security, authentication, compliance, backup, and disaster recovery strategies • Advanced troubleshooting, performance tuning, and multi-cloud practices Master Prometheus to consolidate governance, automation, and intelligent response in digital operations, expanding your professional impact in high-complexity projects. aws, google cloud, azure, observability, exporters, kubernetes, devops, alertmanager, grafana, automation
Modern Distributed Tracing In Net
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Author : Liudmila Molkova
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-06-30
Modern Distributed Tracing In Net written by Liudmila Molkova 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 2023-06-30 with Computers categories.
Instrument .NET apps using OpenTelemetry and explore logs and .NET diagnostic tools to debug, monitor, and analyze the performance of complex systems in the cloud Purchase of the print or Kindle book includes a free PDF eBook Key Features Get a clear understanding of complex systems using .NET and OpenTelemetry Adopt a systematic approach toward performance analysis and debugging Explore instrumentation techniques for common distributed patterns Book Description As distributed systems become more complex and dynamic, their observability needs to grow to aid the development of holistic solutions for performance or usage analysis and debugging. Distributed tracing brings structure, correlation, causation, and consistency to your telemetry, thus allowing you to answer arbitrary questions about your system and creating a foundation for observability vendors to build visualizations and analytics. Modern Distributed Tracing in .NET is your comprehensive guide to observability that focuses on tracing and performance analysis using a combination of telemetry signals and diagnostic tools. You'll begin by learning how to instrument your apps automatically as well as manually in a vendor-neutral way. Next, you'll explore how to produce useful traces and metrics for typical cloud patterns and get insights into your system and investigate functional, configurational, and performance issues. The book is filled with instrumentation examples that help you grasp how to enrich auto-generated telemetry or produce your own to get the level of detail your system needs, along with controlling your costs with sampling, aggregation, and verbosity. By the end of this book, you'll be ready to adopt and leverage tracing and other observability signals and tools and tailor them to your needs as your system evolves. What you will learn Understand the core concepts of distributed tracing and observability Auto-instrument .NET applications with OpenTelemetry Manually instrument common scenarios with traces and metrics Systematically debug issues and analyze the performance Keep performance overhead and telemetry volume under control Adopt and evolve observability in your organization Who this book is for This book is for software developers, architects, and systems operators running .NET services who want to use modern observability tools and standards and take a holistic approach to performance analysis and end-to-end debugging. Software testers and support engineers will also find this book useful. Basic knowledge of the C# programming language and .NET platform is assumed to grasp the examples of manual instrumentation, but it is not necessary.
Comprehensive Guide To Blackboard Learn
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-14
Comprehensive Guide To Blackboard Learn 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 2025-06-14 with Computers categories.
"Comprehensive Guide to Blackboard Learn" The "Comprehensive Guide to Blackboard Learn" stands as an authoritative, in-depth resource for technology leaders, system architects, and engineering teams responsible for the design, deployment, and management of Blackboard’s enterprise learning platform. Spanning foundational system architecture, state-of-the-art API integration, robust security frameworks, and the nuances of multi-environment deployments, this guide provides a holistic understanding of the Blackboard Learn ecosystem. Each chapter dissects the intricate relationships between monolithic and service-oriented components, database schemas, scalability options, and security best practices, making it essential reading for those who wish to master both deployment and ongoing operations at scale. Moving beyond basic configuration, the guide delves into advanced topics such as automated installations, disaster recovery, upgrade orchestration, audit compliance, and high-availability planning. It offers clear, actionable recommendations for implementing secure authentication—including modern protocols like SAML, OAuth, and multi-factor authentication—as well as sophisticated directory synchronization, user lifecycle automation, and federated identity management. Readers will also find in-depth analysis on course and content management, ensuring accessibility and regulatory compliance, and implementing robust digital rights management, all designed to empower institutions to deliver consistent, secure, and adaptive learning experiences. Aimed at forward-thinking academic technologists and IT professionals, the guide culminates with comprehensive coverage of performance optimization, extensibility, and the rapidly evolving future of the platform. This includes the latest paradigms in learning analytics, adaptive and AI-driven assessment, microservices architecture, edge computing, and open-source collaboration. Throughout, emphasis is placed on continuous monitoring, proactive incident response, and evolving security and privacy considerations in the global regulatory landscape. "Comprehensive Guide to Blackboard Learn" is an indispensable blueprint for any team seeking to drive resilience, innovation, and sustainable excellence in digital education environments.
Cloud Native Observability With Opentelemetry
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Author : Alex Boten
language : en
Publisher: Packt Publishing Ltd
Release Date : 2022-05-04
Cloud Native Observability With Opentelemetry written by Alex Boten 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 2022-05-04 with Computers categories.
Leverage OpenTelemetry's API, libraries, tools and the collector to produce and collect telemetry along with using open-source tools to analyze distributed traces, check metrics and logs, and gain insights into application health Key Features • Get to grips with OpenTelemetry, an open-source cloud-native software observability standard • Use vendor-neutral tools to instrument applications to produce better telemetry and improve observability • Understand how telemetry data can be correlated and interpreted to understand distributed systems Book Description Cloud-Native Observability with OpenTelemetry is a guide to helping you look for answers to questions about your applications. This book teaches you how to produce telemetry from your applications using an open standard to retain control of data. OpenTelemetry provides the tools necessary for you to gain visibility into the performance of your services. It allows you to instrument your application code through vendor-neutral APIs, libraries and tools. By reading Cloud-Native Observability with OpenTelemetry, you'll learn about the concepts and signals of OpenTelemetry - traces, metrics, and logs. You'll practice producing telemetry for these signals by configuring and instrumenting a distributed cloud-native application using the OpenTelemetry API. The book also guides you through deploying the collector, as well as telemetry backends necessary to help you understand what to do with the data once it's emitted. You'll look at various examples of how to identify application performance issues through telemetry. By analyzing telemetry, you'll also be able to better understand how an observable application can improve the software development life cycle. By the end of this book, you'll be well-versed with OpenTelemetry, be able to instrument services using the OpenTelemetry API to produce distributed traces, metrics and logs, and more. What you will learn • Understand the core concepts of OpenTelemetry • Explore concepts in distributed tracing, metrics, and logging • Discover the APIs and SDKs necessary to instrument an application using OpenTelemetry • Explore what auto-instrumentation is and how it can help accelerate application instrumentation • Configure and deploy the OpenTelemetry Collector • Get to grips with how different open-source backends can be used to analyze telemetry data • Understand how to correlate telemetry in common scenarios to get to the root cause of a problem Who this book is for This book is for software engineers, library authors, and systems operators looking to better understand their infrastructure, services and applications by leveraging telemetry data like never before. Working knowledge of Python programming is assumed for the example applications that you'll be building and instrumenting using the OpenTelemetry API and SDK. Some familiarity with Go programming, Linux, and Docker is preferable to help you set up additional components in various examples throughout the book.
Platform Engineering For Architects
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Author : Max Körbächer
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-10-31
Platform Engineering For Architects written by Max Körbächer 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 2024-10-31 with Computers categories.
Design and build Internal Developer Platforms (IDPs) with future-oriented design strategies, using the Platform as a Product mindset Key Features Comprehensive guide to designing platforms that create value and drive user adoption Expert insights on shifting to a product-centric mindset for architects and platform teams Best practices for managing platform complexity, reducing technical debt, and ensuring continuous evolution Book DescriptionAs technology evolves, IT talent shortages and system complexity make it essential to have structured guidance for building scalable, user-focused platforms. This book provides platform engineers and architects with practical strategies to develop internal development platforms that enhance software delivery and operations. You’ll learn how to identify end users, understand their needs, and define platform goals with a focus on self-service solutions for cloud-native environments. Using real-world examples, the book demonstrates how to build platforms within and for the cloud, leveraging Kubernetes. It also explores the benefits of a product-centric approach to platform engineering, emphasizing early end-user involvement and flexible design principles that adapt to future requirements. Additionally, the book covers techniques for maintaining a sustainable platform while minimizing technical debt. By the end, you’ll have the knowledge to design, define, and implement platform capabilities that align with your organization’s goals.What you will learn Make informed decisions aligned with your organization's platform needs Identify missing platform capabilities and manage that technical debt effectively Develop critical user journeys to enhance platform functionality Define platform purpose, principles, and key performance indicators Use data-driven insights to guide product decisions Design and implement platform reference and target architectures Who this book is for This book is for platform engineers, architects, and DevOps professionals responsible for designing and managing internal development platforms. It is also useful for decision-makers involved in optimizing software delivery and operations in cloud-native environments. Familiarity with cloud computing, Kubernetes, and CI/CD concepts is helpful but not required, as the book provides practical guidance on platform engineering, self-service solutions, and managing technical debt.