Multidimensional Databases and Data Warehousing (Synthesis Lectures on Data Management)
暫譯: 多維資料庫與資料倉儲(資料管理綜合講座)

Christian S. Jensen, Torben Bach Pedersen, Christian Thomsen

  • 出版商: Morgan & Claypool
  • 出版日期: 2010-09-13
  • 售價: $1,290
  • 貴賓價: 9.5$1,226
  • 語言: 英文
  • 頁數: 112
  • 裝訂: Paperback
  • ISBN: 1608455378
  • ISBN-13: 9781608455379
  • 相關分類: 資料庫
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The present book's subject is multidimensional data models and data modeling concepts as they are applied in real data warehouses. The book aims to present the most important concepts within this subject in a precise and understandable manner. The book's coverage of fundamental concepts includes data cubes and their elements, such as dimensions, facts, and measures and their representation in a relational setting; it includes architecture-related concepts; and it includes the querying of multidimensional databases. The book also covers advanced multidimensional concepts that are considered to be particularly important. This coverage includes advanced dimension-related concepts such as slowly changing dimensions, degenerate and junk dimensions, outriggers, parent-child hierarchies, and unbalanced, non-covering, and non-strict hierarchies. The book offers a principled overview of key implementation techniques that are particularly important to multidimensional databases, including materialized views, bitmap indices, join indices, and star join processing. The book ends with a chapter that presents the literature on which the book is based and offers further readings for those readers who wish to engage in more in-depth study of specific aspects of the book's subject. Table of Contents: Introduction / Fundamental Concepts / Advanced Concepts / Implementation Issues / Further Readings

商品描述(中文翻譯)

本書的主題是多維數據模型及其在實際數據倉庫中應用的數據建模概念。書中旨在以精確且易於理解的方式呈現此主題中最重要的概念。書中涵蓋的基本概念包括數據立方體及其元素,如維度、事實和度量,以及它們在關聯環境中的表示;還包括與架構相關的概念;以及多維數據庫的查詢。

本書還涵蓋了被認為特別重要的高級多維概念。這些內容包括與維度相關的高級概念,如緩慢變化的維度、退化維度和垃圾維度、外部維度、父子層級,以及不平衡、非覆蓋和非嚴格的層級。

本書提供了對多維數據庫特別重要的關鍵實施技術的原則性概述,包括物化視圖、位圖索引、聯接索引和星型聯接處理。

本書最後一章介紹了本書所依據的文獻,並為希望深入研究本書主題特定方面的讀者提供了進一步閱讀的建議。

目錄:引言 / 基本概念 / 高級概念 / 實施問題 / 進一步閱讀