Mastering Elastic Stack
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Mastering Elastic Stack
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Author : Yuvraj Gupta
language : en
Publisher:
Release Date : 2017-02-28
Mastering Elastic Stack written by Yuvraj Gupta and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-28 with Computers categories.
Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guideAbout This Book- Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana- Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way- This highly practical guide takes you through an advanced implementation on the ELK stack in your enterprise environmentWho This Book Is ForThis book cater to developers using the Elastic stack in their day-to-day work who are familiar with the basics of Elasticsearch, Logstash, and Kibana, and now want to become an expert at using the Elastic stack for data analytics.What You Will Learn- Build a pipeline with help of Logstash and Beats to visualize Elasticsearch data in Kibana- Use Beats to ship any type of data to the Elastic stack- Understand Elasticsearch APIs, modules, and other advanced concepts- Explore Logstash and it's plugins- Discover how to utilize the new Kibana UI for advanced analytics- See how to work with the Elastic Stack using other advanced configurations- Customize the Elastic Stack and plugin development for each of the component- Work with the Elastic Stack in a production environment- Explore the various components of X-Pack in detail.In DetailEven structured data is useless if it can't help you to take strategic decisions and improve existing system. If you love to play with data, or your job requires you to process custom log formats, design a scalable analysis system, and manage logs to do real-time data analysis, this book is your one-stop solution. By combining the massively popular Elasticsearch, Logstash, Beats, and Kibana, elastic.co has advanced the end-to-end stack that delivers actionable insights in real time from almost any type of structured or unstructured data source. If your job requires you to process custom log formats, design a scalable analysis system, explore a variety of data, and manage logs, this book is your one-stop solution. You will learn how to create real-time dashboards and how to manage the life cycle of logs in detail through real-life scenarios.This book brushes up your basic knowledge on implementing the Elastic Stack and then dives deeper into complex and advanced implementations of the Elastic Stack. We'll help you to solve data analytics challenges using the Elastic Stack and provide practical steps on centralized logging and real-time analytics with the Elastic Stack in production. You will get to grip with advanced techniques for log analysis and visualization. Newly announced features such as Beats and X-Pack are also covered in detail with examples.Toward the end, you will see how to use the Elastic stack for real-world case studies and we'll show you some best practices and troubleshooting techniques for the Elastic Stack.Style and approachThis practical guide shows you how to perform advanced analytics with the Elastic stack through real-world use cases. It includes common and some not so common scenarios to use the Elastic stack for data analysis.
Mastering Elastic Stack
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Author : Yuvraj Gupta
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-02-28
Mastering Elastic Stack written by Yuvraj Gupta 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 2017-02-28 with Computers categories.
Get the most out of the Elastic Stack for various complex analytics using this comprehensive and practical guide About This Book Your one-stop solution to perform advanced analytics with Elasticsearch, Logstash, and Kibana Learn how to make better sense of your data by searching, analyzing, and logging data in a systematic way This highly practical guide takes you through an advanced implementation on the ELK stack in your enterprise environment Who This Book Is For This book cater to developers using the Elastic stack in their day-to-day work who are familiar with the basics of Elasticsearch, Logstash, and Kibana, and now want to become an expert at using the Elastic stack for data analytics. What You Will Learn Build a pipeline with help of Logstash and Beats to visualize Elasticsearch data in Kibana Use Beats to ship any type of data to the Elastic stack Understand Elasticsearch APIs, modules, and other advanced concepts Explore Logstash and it's plugins Discover how to utilize the new Kibana UI for advanced analytics See how to work with the Elastic Stack using other advanced configurations Customize the Elastic Stack and plugin development for each of the component Work with the Elastic Stack in a production environment Explore the various components of X-Pack in detail. In Detail Even structured data is useless if it can't help you to take strategic decisions and improve existing system. If you love to play with data, or your job requires you to process custom log formats, design a scalable analysis system, and manage logs to do real-time data analysis, this book is your one-stop solution. By combining the massively popular Elasticsearch, Logstash, Beats, and Kibana, elastic.co has advanced the end-to-end stack that delivers actionable insights in real time from almost any type of structured or unstructured data source. If your job requires you to process custom log formats, design a scalable analysis system, explore a variety of data, and manage logs, this book is your one-stop solution. You will learn how to create real-time dashboards and how to manage the life cycle of logs in detail through real-life scenarios. This book brushes up your basic knowledge on implementing the Elastic Stack and then dives deeper into complex and advanced implementations of the Elastic Stack. We'll help you to solve data analytics challenges using the Elastic Stack and provide practical steps on centralized logging and real-time analytics with the Elastic Stack in production. You will get to grip with advanced techniques for log analysis and visualization. Newly announced features such as Beats and X-Pack are also covered in detail with examples. Toward the end, you will see how to use the Elastic stack for real-world case studies and we'll show you some best practices and troubleshooting techniques for the Elastic Stack. Style and approach This practical guide shows you how to perform advanced analytics with the Elastic stack through real-world use cases. It includes common and some not so common scenarios to use the Elastic stack for data analysis.
Mastering Elasticsearch 6 X And The Elastic Stack
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Author : Chris Fauerbach
language : en
Publisher:
Release Date : 2018
Mastering Elasticsearch 6 X And The Elastic Stack written by Chris Fauerbach and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with categories.
"Elastic Stack is powered by the most popular open source search engine, ElasticSearch, currently used throughout the world by Fortune 500 companies such as Sprint and Dell and small startups who leverage the power and scalability of the Elastic Stack, without having to pay a fortune in licensing or professional services hours. Getting ElasticSearch up and running is fairly straightforward, but fully understanding how to use the whole stack, from start to finish, is a rather daunting task. This course will focus on two major use cases with ElasticSearch. The first is leveraging the powerful full-text search engine ElasticSearch is built on, allowing developers to add blazingly fast search features to applications. The second is leveraging different components of the Elastic Stack to continuously monitor applications, infrastructure, or even customer transactions. Throughout the course, students will go from a beginner to a master of Elastic Stack, via hands-on examples using real data."--Resource description page.
Learning Elastic Stack 7 0
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Author : Pranav Shukla
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-05-31
Learning Elastic Stack 7 0 written by Pranav Shukla 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.
A beginner's guide to storing, managing, and analyzing data with the updated features of Elastic 7.0 Key FeaturesGain access to new features and updates introduced in Elastic Stack 7.0Grasp the fundamentals of Elastic Stack including Elasticsearch, Logstash, and KibanaExplore useful tips for using Elastic Cloud and deploying Elastic Stack in production environmentsBook Description The Elastic Stack is a powerful combination of tools for techniques such as distributed search, analytics, logging, and visualization of data. Elastic Stack 7.0 encompasses new features and capabilities that will enable you to find unique insights into analytics using these techniques. This book will give you a fundamental understanding of what the stack is all about, and help you use it efficiently to build powerful real-time data processing applications. The first few sections of the book will help you understand how to set up the stack by installing tools, and exploring their basic configurations. You’ll then get up to speed with using Elasticsearch for distributed searching and analytics, Logstash for logging, and Kibana for data visualization. As you work through the book, you will discover the technique of creating custom plugins using Kibana and Beats. This is followed by coverage of the Elastic X-Pack, a useful extension for effective security and monitoring. You’ll also find helpful tips on how to use Elastic Cloud and deploy Elastic Stack in production environments. By the end of this book, you’ll be well versed with the fundamental Elastic Stack functionalities and the role of each component in the stack to solve different data processing problems. What you will learnInstall and configure an Elasticsearch architectureSolve the full-text search problem with ElasticsearchDiscover powerful analytics capabilities through aggregations using ElasticsearchBuild a data pipeline to transfer data from a variety of sources into Elasticsearch for analysisCreate interactive dashboards for effective storytelling with your data using KibanaLearn how to secure, monitor and use Elastic Stack’s alerting and reporting capabilitiesTake applications to an on-premise or cloud-based production environment with Elastic StackWho this book is for This book is for entry-level data professionals, software engineers, e-commerce developers, and full-stack developers who want to learn about Elastic Stack and how the real-time processing and search engine works for business analytics and enterprise search applications. Previous experience with Elastic Stack is not required, however knowledge of data warehousing and database concepts will be helpful.
Machine Learning With The Elastic Stack
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Author : Rich Collier
language : en
Publisher: Packt Publishing Ltd
Release Date : 2019-01-31
Machine Learning With The Elastic Stack written by Rich Collier 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 2019-01-31 with Computers categories.
Leverage Elastic Stack’s machine learning features to gain valuable insight from your data Key FeaturesCombine machine learning with the analytic capabilities of Elastic StackAnalyze large volumes of search data and gain actionable insight from themUse external analytical tools with your Elastic Stack to improve its performanceBook Description Machine Learning with the Elastic Stack is a comprehensive overview of the embedded commercial features of anomaly detection and forecasting. The book starts with installing and setting up Elastic Stack. You will perform time series analysis on varied kinds of data, such as log files, network flows, application metrics, and financial data. As you progress through the chapters, you will deploy machine learning within the Elastic Stack for logging, security, and metrics. In the concluding chapters, you will see how machine learning jobs can be automatically distributed and managed across the Elasticsearch cluster and made resilient to failure. By the end of this book, you will understand the performance aspects of incorporating machine learning within the Elastic ecosystem and create anomaly detection jobs and view results from Kibana directly. What you will learnInstall the Elastic Stack to use machine learning featuresUnderstand how Elastic machine learning is used to detect a variety of anomaly typesApply effective anomaly detection to IT operations and security analyticsLeverage the output of Elastic machine learning in custom views, dashboards, and proactive alertingCombine your created jobs to correlate anomalies of different layers of infrastructureLearn various tips and tricks to get the most out of Elastic machine learningWho this book is for If you are a data professional eager to gain insight on Elasticsearch data without having to rely on a machine learning specialist or custom development, Machine Learning with the Elastic Stack is for you. Those looking to integrate machine learning within their search and analytics applications will also find this book very useful. Prior experience with the Elastic Stack is needed to get the most out of this book.
Elasticsearch Server
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Author : Rafal Kuc
language : en
Publisher: Packt Publishing Ltd
Release Date : 2013-02-21
Elasticsearch Server written by Rafal Kuc 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 2013-02-21 with Computers categories.
ElasticSearch is an open source search server built on Apache Lucene. It was built to provide a scalable search solution with built-in support for near real-time search and multi-tenancy.Jumping into the world of ElasticSearch by setting up your own custom cluster, this book will show you how to create a fast, scalable, and flexible search solution. By learning the ins-and-outs of data indexing and analysis, "ElasticSearch Server" will start you on your journey to mastering the powerful capabilities of ElasticSearch. With practical chapters covering how to search data, extend your search, and go deep into cluster administration and search analysis, this book is perfect for those new and experienced with search servers.In "ElasticSearch Server" you will learn how to revolutionize your website or application with faster, more accurate, and flexible search functionality. Starting with chapters on setting up your own ElasticSearch cluster and searching and extending your search parameters you will quickly be able to create a fast, scalable, and completely custom search solution.Building on your knowledge further you will learn about ElasticSearch's query API and become confident using powerful filtering and faceting capabilities. You will develop practical knowledge on how to make use of ElasticSearch's near real-time capabilities and support for multi-tenancy.Your journey then concludes with chapters that help you monitor and tune your ElasticSearch cluster as well as advanced topics such as shard allocation, gateway configuration, and the discovery module.
Mastering Elasticsearch 5 X
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Author : Bharvi Dixit
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-02-21
Mastering Elasticsearch 5 X written by Bharvi Dixit 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 2017-02-21 with Computers categories.
Master the intricacies of Elasticsearch 5 and use it to create flexible and scalable search solutions About This Book Master the searching, indexing, and aggregation features in ElasticSearch Improve users' search experience with Elasticsearch's functionalities and develop your own Elasticsearch plugins A comprehensive, step-by-step guide to master the intricacies of ElasticSearch with ease Who This Book Is For If you have some prior working experience with Elasticsearch and want to take your knowledge to the next level, this book will be the perfect resource for you.If you are a developer who wants to implement scalable search solutions with Elasticsearch, this book will also help you. Some basic knowledge of the query DSL and data indexing is required to make the best use of this book. What You Will Learn Understand Apache Lucene and Elasticsearch 5's design and architecture Use and configure the new and improved default text scoring mechanism in Apache Lucene 6 Know how to overcome the pitfalls while handling relational data in Elasticsearch Learn about choosing the right queries according to the use cases and master the scripting module including new default scripting language, painlessly Explore the right way of scaling production clusters to improve the performance of Elasticsearch Master the searching, indexing, and aggregation features in Elasticsearch Develop your own Elasticsearch plugins to extend the functionalities of Elasticsearch In Detail Elasticsearch is a modern, fast, distributed, scalable, fault tolerant, and open source search and analytics engine. Elasticsearch leverages the capabilities of Apache Lucene, and provides a new level of control over how you can index and search even huge sets of data. This book will give you a brief recap of the basics and also introduce you to the new features of Elasticsearch 5. We will guide you through the intermediate and advanced functionalities of Elasticsearch, such as querying, indexing, searching, and modifying data. We'll also explore advanced concepts, including aggregation, index control, sharding, replication, and clustering. We'll show you the modules of monitoring and administration available in Elasticsearch, and will also cover backup and recovery. You will get an understanding of how you can scale your Elasticsearch cluster to contextualize it and improve its performance. We'll also show you how you can create your own analysis plugin in Elasticsearch. By the end of the book, you will have all the knowledge necessary to master Elasticsearch and put it to efficient use. Style and approach This comprehensive guide covers intermediate and advanced concepts in Elasticsearch as well as their implementation. An easy-to-follow approach means you'll be able to master even advanced querying, searching, and administration tasks with ease.
Advanced Log Management And System Monitoring Mastering The Elk Stack
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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2025-01-09
Advanced Log Management And System Monitoring Mastering The Elk Stack written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-09 with Computers categories.
Unlock the full potential of the ELK Stack with "Advanced Log Management and System Monitoring: Mastering the ELK Stack," a comprehensive guide designed to sharpen your skills in handling log data and overseeing system performance. Tailored for IT professionals, system administrators, developers, and data analysts, this book delves deeply into Elasticsearch, Logstash, and Kibana. From setting up and securing your ELK Stack to scaling it for high-volume applications, each chapter is meticulously structured to offer step-by-step instructions, best practices, and expert tips. Discover how to efficiently manage vast amounts of data with Elasticsearch, streamline data processing with Logstash, and create intuitive visualizations and dashboards with Kibana. The book also covers strategic monitoring and alerting techniques to preempt performance issues and maintain system integrity. Featuring real-world case studies across various industries, "Advanced Log Management and System Monitoring: Mastering the ELK Stack" showcases the practical implementation of the ELK Stack, emphasizing its capacity to derive meaningful insights and enhance operational efficiency. Whether you're a beginner seeking foundational knowledge or an experienced user looking to optimize your existing system, this book provides the insights and tools to master the ELK Stack and revolutionize your data logging and system monitoring capabilities.
Learning Elasticsearch 7 X
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Author : Anurag Srivastava
language : en
Publisher: BPB Publications
Release Date : 2020-12-09
Learning Elasticsearch 7 X written by Anurag Srivastava and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-09 with Computers categories.
A step-by-step guide that will teach you how to use Elasticsearch in your application effectively Ê KEY FEATURESÊÊÊ _Ê Get familiar with the core concepts of Elasticsearch. _Ê Understand how the search engine works and how Elasticsearch is different from other similar tools. _Ê Learn to install Elasticsearch on different operating systems. _Ê Get familiar with the components of Elastic Stack such as Kibana, Logstash, and Beats, etc. _Ê Learn how to import data from different sources such as RDBMS, and files, etc DESCRIPTIONÊ In the modern Information Technology age, we are flooded with loads of data so we should know how to handle those data and transform them to fetch meaningful information. This book is here to help you manage the data using Elasticsearch. The book starts by covering the fundamentals of Elasticsearch and the concept behind it. After the introduction, you will learn how to install Elasticsearch on different platforms. You will then get to know about Index Management where you will learn to create, update, and delete Elasticsearch indices. Then you will understand how the Query DSL works and how to write some complex search queries using the Query DSL. After completing these basic features, you will move to some advanced topics. Under advanced topics, you will learn to handle Geodata which can be used to plot the data on a map. The book then focuses on Data Analysis using Aggregation.Ê You will then learn how to tune Elasticsearch performance. The book ends with a chapter on Elasticsearch administration. Ê WHAT YOU WILL LEARN Ê_Ê Learn how to create and manage a cluster _Ê Work with different components of Elastic Stack _Ê Review the list of top Information Security certifications. _Ê Get to know more about Elasticsearch Index Management. _Ê Understand how to improve the performance by tuning Elasticsearch Ê ÊWHO THIS BOOK IS FORÊ This book is for developers, architects, DBA, DevOps, and other readers who want to learn Elasticsearch efficiently and want to apply that in their application whether it is a new one or an existing one. It is also beneficial to those who want to play with their data using Elasticsearch. Basic computer programming is a prerequisite. Ê TABLE OF CONTENTS 1 Getting started with Elasticsearch 2 Installation Elasticsearch 3 Working with Elastic Stack 4 Preparing your data 5 Importing Data into Elasticsearch 6 Managing Your Index 7 Apply Search on Your Data 8 Handling Geo with Elasticsearch 9 Aggregating Your Data 10 Improving the Performance 11 Administer Elasticsearch
Mastering Elasticsearch
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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date : 2023-09-26
Mastering Elasticsearch written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-26 with Computers categories.
Unveil the Power of ElasticSearch for Efficient Data Search and Analysis Are you ready to explore the realm of advanced data search and analysis? "Mastering Elasticsearch" is your definitive guide to harnessing the capabilities of ElasticSearch for unlocking insights and making informed decisions. Whether you're a data enthusiast or a professional seeking to optimize data retrieval, this comprehensive book equips you with the knowledge and skills to navigate the intricacies of ElasticSearch and create high-performance applications. Key Features: 1. Deep Dive into ElasticSearch: Immerse yourself in the core principles of ElasticSearch, understanding its architecture, indexing, and querying mechanisms. Build a strong foundation that empowers you to harness the full potential of this powerful search engine. 2. Indexing Strategies: Explore advanced indexing techniques for efficiently storing and retrieving data. Learn about document structures, data normalization, and custom mapping to optimize search performance. 3. Search Query Mastery: Master the art of crafting precise and complex search queries. Dive into full-text search, filtering, aggregation, and geospatial queries, enabling you to extract meaningful insights from large datasets. 4. Scaling and Performance Optimization: Discover strategies for scaling ElasticSearch to handle massive amounts of data. Learn about sharding, replication, and optimization techniques that ensure high availability and responsiveness. 5. Data Analysis and Visualization: Uncover techniques for data analysis and visualization using ElasticSearch. Explore aggregations, histograms, and date math, and learn how to create insightful visualizations that aid decision-making. 6. Elasticsearch for Logging and Monitoring: Delve into the world of logging and monitoring using ElasticSearch and the ELK stack (Elasticsearch, Logstash, Kibana). Learn how to centralize logs, monitor system performance, and gain real-time insights. 7. Security and Access Control: Explore strategies for securing your ElasticSearch cluster. Learn about authentication, authorization, and encryption mechanisms that protect your data and prevent unauthorized access. 8. Machine Learning Integration: Discover how to integrate machine learning capabilities into ElasticSearch workflows. Learn how to build and deploy machine learning models for tasks such as anomaly detection and predictive analysis. 9. Elasticsearch in Real-World Applications: Explore real-world use cases of ElasticSearch across industries. From e-commerce to healthcare, learn how organizations are leveraging ElasticSearch to drive business success. 10. Future Trends and Advancements: Gain insights into the future trends and advancements in ElasticSearch. Explore topics such as new features, integration possibilities, and emerging use cases. Who This Book Is For: "Mastering Elasticsearch" is an essential resource for data professionals, developers, system administrators, and enthusiasts eager to unlock the potential of ElasticSearch. Whether you're a novice seeking a comprehensive introduction or an experienced practitioner aiming to enhance your ElasticSearch skills, this book will guide you through the intricacies and empower you to create high-performance applications.