HBase High Performance Cookbook

Ruchir Choudhry

  • 出版商: Packt Publishing
  • 出版日期: 2017-01-31
  • 售價: $2,130
  • 貴賓價: 9.5$2,024
  • 語言: 英文
  • 頁數: 350
  • 裝訂: Paperback
  • ISBN: 178398306X
  • ISBN-13: 9781783983063
  • 相關分類: NoSQL
  • 海外代購書籍(需單獨結帳)

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商品描述

Exciting projects that will teach you how complex data can be exploited to gain maximum insights

About This Book

  • Architect a good HBase cluster for a very large distributed system
  • Get to grips with the concepts of performance tuning with HBase
  • A practical guide full of engaging recipes and attractive screenshots to enhance your system's performance

Who This Book Is For

This book is intended for developers and architects who want to know all about HBase at a hands-on level. This book is also for big data enthusiasts and database developers who have worked with other NoSQL databases and now want to explore HBase as another futuristic scalable database solution in the big data space.

What You Will Learn

  • Configure HBase from a high performance perspective
  • Grab data from various RDBMS/Flat files into the HBASE systems
  • Understand table design and perform CRUD operations
  • Find out how the communication between the client and server happens in HBase
  • Grasp when to use and avoid MapReduce and how to perform various tasks with it
  • Get to know the concepts of scaling with HBase through practical examples
  • Set up Hbase in the Cloud for a small scale environment
  • Integrate HBase with other tools including ElasticSearch

In Detail

Apache HBase is a non-relational NoSQL database management system that runs on top of HDFS. It is an open source, disturbed, versioned, column-oriented store and is written in Java to provide random real-time access to big Data.

We'll start off by ensuring you have a solid understanding the basics of HBase, followed by giving you a thorough explanation of architecting a HBase cluster as per our project specifications. Next, we will explore the scalable structure of tables and we will be able to communicate with the HBase client. After this, we'll show you the intricacies of MapReduce and the art of performance tuning with HBase. Following this, we'll explain the concepts pertaining to scaling with HBase. Finally, you will get an understanding of how to integrate HBase with other tools such as ElasticSearch.

By the end of this book, you will have learned enough to exploit HBase for boost system performance.

Style and approach

This book is intended for software quality assurance/testing professionals, software project managers, or software developers with prior experience in using Selenium and Java to test web-based applications. This books also provides examples for C#, Python, and Ruby users.

商品描述(中文翻譯)

這本書將帶領讀者進入令人興奮的專案,教授如何利用複雜的數據獲取最大的洞察力。

關於本書:
- 為大型分散系統架構一個良好的 HBase 集群
- 瞭解使用 HBase 進行性能調優的概念
- 提供實用的指南,充滿引人入勝的示例和吸引人的截圖,以提升系統的性能

本書適合開發人員和架構師,他們希望在實踐中了解 HBase。同時,本書也適合大數據愛好者和數據庫開發人員,他們已經使用其他 NoSQL 數據庫,現在希望探索 HBase 作為大數據領域中另一個具有擴展性的數據庫解決方案。

你將學到以下內容:
- 從高性能角度配置 HBase
- 從各種 RDBMS/平面文件中獲取數據到 HBase 系統
- 瞭解表設計並執行 CRUD 操作
- 瞭解 HBase 中客戶端和服務器之間的通信方式
- 瞭解何時使用和避免 MapReduce,以及如何執行各種任務
- 通過實例瞭解 HBase 的擴展概念
- 在小規模環境中在雲端設置 HBase
- 將 HBase 與 ElasticSearch 等其他工具集成

Apache HBase 是一個非關聯的 NoSQL 數據庫管理系統,運行在 HDFS 之上。它是一個開源的、分散的、版本化的、面向列的存儲系統,使用 Java 編寫,提供對大數據的隨機實時訪問。

我們將從確保您對 HBase 的基礎知識有扎實的理解開始,然後根據我們的專案需求,詳細解釋如何架構 HBase 集群。接下來,我們將探索表的可擴展結構,並能夠與 HBase 客戶端進行通信。之後,我們將向您展示 MapReduce 的細節以及如何通過 HBase 進行性能調優。在此之後,我們將解釋與 HBase 擴展相關的概念。最後,您將瞭解如何將 HBase 與 ElasticSearch 等其他工具集成。

通過閱讀本書,您將學到足夠的知識,以利用 HBase 提升系統性能。

本書的風格和方法:
本書適合軟體品質保證/測試專業人士、軟體專案經理或使用 Selenium 和 Java 測試基於網頁的應用程式的軟體開發人員。本書還提供了 C#、Python 和 Ruby 用戶的示例。