Learning Elastic Stack 6.0: A beginner's guide to distributed search, analytics, and visualization using Elasticsearch, Logstash and Kibana
暫譯: 學習 Elastic Stack 6.0:使用 Elasticsearch、Logstash 和 Kibana 進行分散式搜尋、分析與視覺化的初學者指南
Pranav Shukla, Sharath Kumar M N
- 出版商: Packt Publishing
- 出版日期: 2017-12-22
- 售價: $1,670
- 貴賓價: 9.5 折 $1,587
- 語言: 英文
- 頁數: 434
- 裝訂: Paperback
- ISBN: 1787281868
- ISBN-13: 9781787281868
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相關分類:
全文搜尋引擎 Full-text-search
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其他版本:
Learning Elastic Stack 7.0
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商品描述
Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0
Key Features
- Get to grips with the new features introduced in Elastic Stack 6.0
- Get valuable insights from your data by working with the different components of the Elastic stack such as Elasticsearch, Logstash, Kibana, X-Pack, and Beats
- Includes handy tips and techniques to build, deploy and manage your Elastic applications efficiently on-premise or on the cloud
Book Description
The Elastic Stack is a powerful combination of tools for distributed search, analytics, logging, and visualization of data from medium to massive data sets. The newly released Elastic Stack 6.0 brings new features and capabilities that empower users to find unique, actionable insights through these techniques. This book will give you a fundamental understanding of what the stack is all about, and how to use it efficiently to build powerful real-time data processing applications.
After a quick overview of the newly introduced features in Elastic Stack 6.0, you'll learn how to set up the stack by installing the tools, and see their basic configurations. Then it shows you how to use Elasticsearch for distributed searching and analytics, along with Logstash for logging, and Kibana for data visualization. It also demonstrates the creation of custom plugins using Kibana and Beats. You'll find out about Elastic X-Pack, a useful extension for effective security and monitoring. We also provide useful tips on how to use the Elastic Cloud and deploy the Elastic Stack in production environments.
On completing this book, you'll have a solid foundational knowledge of the basic Elastic Stack functionalities. You'll also have a good understanding of the role of each component in the stack to solve different data processing problems.
What you will learn
- Familiarize yourself with the different components of the Elastic Stack
- Get to know the new functionalities introduced in Elastic Stack 6.0
- Effectively build your data pipeline to get data from terabytes or petabytes of data into Elasticsearch and Logstash for searching and logging
- Use Kibana to visualize data and tell data stories in real-time
- Secure, monitor, and use the alerting and reporting capabilities of Elastic Stack
- Take your Elastic application to an on-premise or cloud-based production environment
Who This Book Is For
This book is for data professionals who want to get amazing insights and business metrics from their data sources. If you want to get a fundamental understanding of the Elastic Stack for distributed, real-time processing of data, this book will help you. A fundamental knowledge of JSON would be useful, but is not mandatory. No previous experience with the Elastic Stack is required.
Table of Contents
- Introducing Elastic Stack
- Getting started with ElasticSearch
- Searching what is relevant
- Analytics with ElasticSearch
- Analyzing log data
- Building data pipelines with Logstash
- Visualizing data with Kibana
- Elastic X-Pack
- Running Elastic Stack in Production
- Building a sensor data analytics application
- Monitoring Server Infrastructure
商品描述(中文翻譯)
**提供端到端的實時分散式數據處理解決方案,充分利用 Elastic Stack 6.0 的強大功能**
#### 主要特點
- 熟悉 Elastic Stack 6.0 中引入的新功能
- 通過使用 Elastic Stack 的不同組件(如 Elasticsearch、Logstash、Kibana、X-Pack 和 Beats)從數據中獲取有價值的見解
- 包含實用的提示和技術,以高效地在本地或雲端構建、部署和管理您的 Elastic 應用程序
#### 書籍描述
Elastic Stack 是一組強大的工具,專為中型到大型數據集的分散式搜索、分析、日誌記錄和數據可視化而設計。新發布的 Elastic Stack 6.0 帶來了新的功能和能力,使得用戶能夠通過這些技術找到獨特且可行的見解。本書將使您對這個堆棧有基本的理解,以及如何高效地使用它來構建強大的實時數據處理應用程序。
在快速概述 Elastic Stack 6.0 中新引入的功能後,您將學習如何通過安裝工具來設置堆棧,並查看其基本配置。然後,它將向您展示如何使用 Elasticsearch 進行分散式搜索和分析,使用 Logstash 進行日誌記錄,以及使用 Kibana 進行數據可視化。它還演示了如何使用 Kibana 和 Beats 創建自定義插件。您將了解 Elastic X-Pack,這是一個有效的安全性和監控擴展。我們還提供了有關如何使用 Elastic Cloud 和在生產環境中部署 Elastic Stack 的有用提示。
完成本書後,您將對基本的 Elastic Stack 功能有堅實的基礎知識。您還將對堆棧中每個組件在解決不同數據處理問題中的角色有良好的理解。
#### 您將學到什麼
- 熟悉 Elastic Stack 的不同組件
- 了解 Elastic Stack 6.0 中引入的新功能
- 有效地構建數據管道,將數TB或PB的數據導入 Elasticsearch 和 Logstash 進行搜索和日誌記錄
- 使用 Kibana 實時可視化數據並講述數據故事
- 確保、監控並使用 Elastic Stack 的警報和報告功能
- 將您的 Elastic 應用程序部署到本地或基於雲的生產環境
#### 本書適合誰
本書適合希望從數據源中獲取驚人見解和商業指標的數據專業人士。如果您想對 Elastic Stack 在分散式實時數據處理中的基本理解,本書將對您有所幫助。對 JSON 的基本知識將是有用的,但不是必需的。不需要具備 Elastic Stack 的先前經驗。
#### 目錄
1. 介紹 Elastic Stack
2. 開始使用 Elasticsearch
3. 搜索相關內容
4. 使用 Elasticsearch 進行分析
5. 分析日誌數據
6. 使用 Logstash 構建數據管道
7. 使用 Kibana 可視化數據
8. Elastic X-Pack
9. 在生產環境中運行 Elastic Stack
10. 構建傳感器數據分析應用程序
11. 監控伺服器基礎設施