Learn Prometheus
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Prometheus Up Running
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Author : Brian Brazil
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2018-07-09
Prometheus Up Running written by Brian Brazil 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 2018-07-09 with Computers categories.
Get up to speed with Prometheus, the metrics-based monitoring system used by tens of thousands of organizations in production. This practical guide provides application developers, sysadmins, and DevOps practitioners with a hands-on introduction to the most important aspects of Prometheus, including dashboarding and alerting, direct code instrumentation, and metric collection from third-party systems with exporters. This open source system has gained popularity over the past few years for good reason. With its simple yet powerful data model and query language, Prometheus does one thing, and it does it well. Author and Prometheus developer Brian Brazil guides you through Prometheus setup, the Node exporter, and the Alertmanager, then demonstrates how to use them for application and infrastructure monitoring. Know where and how much to apply instrumentation to your application code Identify metrics with labels using unique key-value pairs Get an introduction to Grafana, a popular tool for building dashboards Learn how to use the Node Exporter to monitor your infrastructure Use service discovery to provide different views of your machines and services Use Prometheus with Kubernetes and examine exporters you can use with containers Convert data from other monitoring systems into the Prometheus format
Monitoring With Prometheus
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Author : James Turnbull
language : en
Publisher: Turnbull Press
Release Date : 2018-06-12
Monitoring With Prometheus written by James Turnbull and has been published by Turnbull Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-06-12 with Computers categories.
Learn how to implement metrics-centric monitoring with Prometheus. This introductory book teaches you how to use Prometheus to monitor hosts, applications, and services. We cover installation, basic monitoring, service discovery, alerting, log monitoring, scaling, and visualization. Includes introducing you to monitoring basics, methodologies and approaches. Learn how to monitor in a metric-centric world including building dynamic thresholds, basic anomaly detection, monitoring aggregation, and federation. We'll look at how to apply modern patterns like Google's Four Golden Signals, the USE method, and the RED method. We cover monitoring Kubernetes, Docker containers, databases, and we look at instrumenting applications and integrating logging. We focus on the particular challenges of monitoring highly dynamic, transitory environments and new architectures like microservices. We focus on monitoring in the Cloud, including looking at service discovery and monitoring for Cloud platforms.
Hands On Infrastructure Monitoring With Prometheus
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Author : Joel Bastos
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-05-31
Hands On Infrastructure Monitoring With Prometheus written by Joel Bastos 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 2019-05-31 with Computers categories.
Build Prometheus ecosystems with metric-centric visualization, alerting, and querying Key FeaturesIntegrate Prometheus with Alertmanager and Grafana for building a complete monitoring systemExplore PromQL, Prometheus' functional query language, with easy-to-follow examplesLearn how to deploy Prometheus components using Kubernetes and traditional instancesBook Description Prometheus is an open source monitoring system. It provides a modern time series database, a robust query language, several metric visualization possibilities, and a reliable alerting solution for traditional and cloud-native infrastructure. This book covers the fundamental concepts of monitoring and explores Prometheus architecture, its data model, and how metric aggregation works. Multiple test environments are included to help explore different configuration scenarios, such as the use of various exporters and integrations. You’ll delve into PromQL, supported by several examples, and then apply that knowledge to alerting and recording rules, as well as how to test them. After that, alert routing with Alertmanager and creating visualizations with Grafana is thoroughly covered. In addition, this book covers several service discovery mechanisms and even provides an example of how to create your own. Finally, you’ll learn about Prometheus federation, cross-sharding aggregation, and also long-term storage with the help of Thanos. By the end of this book, you’ll be able to implement and scale Prometheus as a full monitoring system on-premises, in cloud environments, in standalone instances, or using container orchestration with Kubernetes. What you will learnGrasp monitoring fundamentals and implement them using PrometheusDiscover how to extract metrics from common infrastructure servicesFind out how to take full advantage of PromQLDesign a highly available, resilient, and scalable Prometheus stackExplore the power of Kubernetes Prometheus OperatorUnderstand concepts such as federation and cross-shard aggregationUnlock seamless global views and long-term retention in cloud-native apps with ThanosWho this book is for If you’re a software developer, cloud administrator, site reliability engineer, DevOps enthusiast or system admin looking to set up a fail-safe monitoring and alerting system for sustaining infrastructure security and performance, this book is for you. Basic networking and infrastructure monitoring knowledge will help you understand the concepts covered in this book.
Online And Distance Learning Concepts Methodologies Tools And Applications
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Author : Tomei, Lawrence A.
language : en
Publisher: IGI Global
Release Date : 2007-07-31
Online And Distance Learning Concepts Methodologies Tools And Applications written by Tomei, Lawrence A. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-07-31 with Business & Economics categories.
"This comprehensive, six-volume collection addresses all aspects of online and distance learning, including information communication technologies applied to education, virtual classrooms, pedagogical systems, Web-based learning, library information systems, virtual universities, and more. It enables libraries to provide a foundational reference to meet the information needs of researchers, educators, practitioners, administrators, and other stakeholders in online and distance learning"--Provided by publisher.
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.
Machine Learning In Production
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Author : Suhas Pote
language : en
Publisher: BPB Publications
Release Date : 2023-04-29
Machine Learning In Production written by Suhas Pote and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-04-29 with Computers categories.
Deploy, manage, and scale Machine Learning models with MLOps effortlessly KEY FEATURES ● Explore several ways to build and deploy ML models in production using an automated CI/CD pipeline. ● Develop and convert ML apps into Android and Windows apps. ● Learn how to implement ML model deployment on popular cloud platforms, including Azure, GCP, and AWS. DESCRIPTION ‘Machine Learning in Production’ is an attempt to decipher the path to a remarkable career in the field of MLOps. It is a comprehensive guide to managing the machine learning lifecycle from development to deployment, outlining ways in which you can deploy ML models in production. It starts off with fundamental concepts, an introduction to the ML lifecycle and MLOps, followed by comprehensive step-by-step instructions on how to develop a package for ML code from scratch that can be installed using pip. It then covers MLflow for ML life cycle management, CI/CD pipelines, and shows how to deploy ML applications on Azure, GCP, and AWS. Furthermore, it provides guidance on how to convert Python applications into Android and Windows apps, as well as how to develop ML web apps. Finally, it covers monitoring, the critical topic of machine learning attacks, and A/B testing. With this book, you can easily build and deploy machine learning solutions in production. WHAT YOU WILL LEARN ● Master the Machine Learning lifecycle with MLOps. ● Learn best practices for managing ML models at scale. ● Streamline your ML workflow with MLFlow. ● Implement monitoring solutions using whylogs, WhyLabs, Grafana, and Prometheus. ● Use Docker and Kubernetes for ML deployment. WHO THIS BOOK IS FOR Whether you are a Data scientist, ML engineer, DevOps professional, Software engineer, or Cloud architect, this book will help you get your machine learning models into production quickly and efficiently. TABLE OF CONTENTS 1. Python 101 2. Git and GitHub Fundamentals 3. Challenges in ML Model Deployment 4. Packaging ML Models 5. MLflow-Platform to Manage the ML Life Cycle 6. Docker for ML 7. Build ML Web Apps Using API 8. Build Native ML Apps 9. CI/CD for ML 10. Deploying ML Models on Heroku 11. Deploying ML Models on Microsoft Azure 12. Deploying ML Models on Google Cloud Platform 13. Deploying ML Models on Amazon Web Services 14. Monitoring and Debugging 15. Post-Productionizing ML Models
Learn Docker Fundamentals Of Docker 19 X
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Author : Gabriel N. Schenker
language : en
Publisher: Packt Publishing Ltd
Release Date : 2020-03-13
Learn Docker Fundamentals Of Docker 19 X written by Gabriel N. Schenker 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.
Explore the core functionality of containerizing your applications and making them production-ready Key FeaturesGrasp basic to advanced Docker concepts with this comprehensive guideGet acquainted with Docker containers, Docker images, orchestrators, cloud integration, and networkingLearn to simplify dependencies and deploy and test containers in productionBook Description Containers enable you to package an application with all the components it needs, such as libraries and other dependencies, and ship it as one package. Docker containers have revolutionized the software supply chain in both small and large enterprises. Starting with an introduction to Docker fundamentals and setting up an environment to work with it, you’ll delve into concepts such as Docker containers, Docker images, and Docker Compose. As you progress, the book will help you explore deployment, orchestration, networking, and security. Finally, you’ll get to grips with Docker functionalities on public clouds such as Amazon Web Services (AWS), Azure, and Google Cloud Platform (GCP), and learn about Docker Enterprise Edition features. Additionally, you’ll also discover the benefits of increased security with the use of containers. By the end of this Docker book, you’ll be able to build, ship, and run a containerized, highly distributed application on Docker Swarm or Kubernetes, running on-premises or in the cloud. What you will learnContainerize your traditional or microservice-based applicationsDevelop, modify, debug, and test an application running inside a containerShare or ship your application as an immutable container imageBuild a Docker Swarm and a Kubernetes cluster in the cloudRun a highly distributed application using Docker Swarm or KubernetesUpdate or rollback a distributed application with zero downtimeSecure your applications with encapsulation, networks, and secretsTroubleshoot a containerized, highly distributed application in the cloudWho this book is for This book is for Linux professionals, system administrators, operations engineers, DevOps engineers, and developers or stakeholders who are interested in getting started with Docker from scratch. No prior experience with Docker containers is required. Users with a Linux system would be able to take full advantage of this book.
Tools To Help Your Children Learn Math Strategies Curiosities And Stories To Make Math Fun For Parents And Children
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Author : Alfred S Posamentier
language : en
Publisher: World Scientific
Release Date : 2019-03-25
Tools To Help Your Children Learn Math Strategies Curiosities And Stories To Make Math Fun For Parents And Children written by Alfred S Posamentier and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-25 with Mathematics categories.
Parents need to take an ever-increasing role in their child's learning experience. However, what to do and how to do it is often not prescribed to the parents. This book offers a wide variety of aspects related to the parent's role as a support to their child's learning of mathematics, and above all appreciation for the subject.The uniqueness of this book is that we provide the parent the information they need about how mathematics is taught in today's early grades. We then provide a plethora of ideas that can motivate children with information beyond that which is taught in the classroom.
Life 3 0
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Author : Max Tegmark
language : en
Publisher: Vintage
Release Date : 2017-08-29
Life 3 0 written by Max Tegmark and has been published by Vintage this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-08-29 with Technology & Engineering categories.
NEW YORK TIMES BESTSELLER • How will Artificial Intelligence affect crime, war, justice, jobs, society and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology—and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial. How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust, so that they do what we want without crashing, malfunctioning or getting hacked? Should we fear an arms race in lethal autonomous weapons? Will machines eventually outsmart us at all tasks, replacing humans on the job market and perhaps altogether? Will AI help life flourish like never before or give us more power than we can handle? What sort of future do you want? This book empowers you to join what may be the most important conversation of our time. It doesn’t shy away from the full range of viewpoints or from the most controversial issues—from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.
Bootstrapping Microservices Second Edition
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Author : Ashley Davis
language : en
Publisher: Simon and Schuster
Release Date : 2024-04-23
Bootstrapping Microservices Second Edition written by Ashley Davis 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 2024-04-23 with Computers categories.
Bootstrapping Microservices, Second Edition is a guide to microservices and cloud-native distributed applications. In it, you'll learn how to configure cloud infrastructure with Terraform, package microservices using Docker, and deploy your finished project to a Kubernetes cluster.