Advanced Data Warehouse Design

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出版者:Springer 作者:Elzbieta Malinowski 出品人: 页数:435 译者: 出版时间:2009 价格:$ 101.64 装帧: isbn号码:9783540744047 丛书系列:
图书标签
  • 数据仓库
  • 数据建模
  • 维度建模
  • ETL
  • 数据分析
  • 商业智能
  • 数据库设计
  • 数据架构
  • Kimball
  • Inmon
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具体描述

This exceptional work provides readers with an introduction to the state-of-the-art research on data warehouse design, with many references to more detailed sources. It offers a clear and a concise presentation of the major concepts and results in the subject area. Malinowski and Zim nyi explain conventional data warehouse design in detail, and additionally address two innovative domains recently introduced to extend the capabilities of data warehouse systems: namely, the management of spatial and temporal information.

《Advanced Data Warehouse Design》是一本深入浅出的数据仓库架构设计指南,系统地解析现代企业在数据整合与管理中的核心需求。该书详细介绍了如何根据实际业务场景,搭建高效、稳定的数据存储与处理环境。从初学者入门到专业开发人员的实践,内容层次分明,强调理论与操作之间的紧密结合。文章中对传统设计模式进行系统梳理,同时深入探讨了大规模数据环境下优化的技术路径。书中特别关注数据质量管理、性能调优及扩展性策略,为读者提供了切实可行的解决方案。 书籍内容涵盖了从数据源选择与集成到仓库建模、各类数据表设计,再到业务逻辑映射的全流程指导。这些章节不仅讲解如何构建高效的ETL工作流,还详细阐述了如何利用现代技术栈实现数据管理的自动化。此外,书中还深入分析了用户需求与系统架构之间的平衡,通过案例研究展示了不同规模企业在实际项目中的成功经验。这些实用性强、注重实践的内容,使读者能够从理论走出去,掌握解决复杂数据问题的工具和方法。 针对现代数据技术的发展,该书不仅关注传统数据仓库的设计,还紧跟云计算、大数据处理和机器学习等前沿领域的动态变化,帮助读者理解未来方向。每一章均配有大量实例与可视化示例,以便更直观地掌握各类设计思路和实施步骤。这种全面且结构清晰的内容安排,使该书成为数据架构领域深入学习的良好参考。 通过系统性讲解,读者能够全面了解数据仓库设计的重要原则和具体技巧,并在实际项目中灵活应用这些知识。无论是初级开发者还是高级工程师,都可以从中获得有价值的指导。这本书不仅注重理论构建,更强调解决问题的能力,帮助读者建立扎实的专业功底。 内容深刻且细致,无论目标是提升个人技能,还是优化企业数据管理方案,《Advanced Data Warehouse Design》都提供了切实可行、经过充分验证的建议。这样的设计不仅强调了书籍本身的质量,也体现出其在行业中的广泛适用性和参考价值。 总体而言,这本书以高度专业化的视角,详细阐述了数据仓库的设计要点与实践方法,为读者提供系统性的知识储备,使其能够应对复杂多变的数据环境需求。通过每一个章节的精心编排,读者将获得深厚的理解和可操作的实战经验。

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Data warehouses are databases of a specific kind that periodically collect information about the activities being performed by an organization. This information is then accumulated over a period of time for the purpose of analyzing how it evolves and, thus,...

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Data warehouses are databases of a specific kind that periodically collect information about the activities being performed by an organization. This information is then accumulated over a period of time for the purpose of analyzing how it evolves and, thus,...

☆☆☆☆☆

Data warehouses are databases of a specific kind that periodically collect information about the activities being performed by an organization. This information is then accumulated over a period of time for the purpose of analyzing how it evolves and, thus,...

☆☆☆☆☆

Data warehouses are databases of a specific kind that periodically collect information about the activities being performed by an organization. This information is then accumulated over a period of time for the purpose of analyzing how it evolves and, thus,...

☆☆☆☆☆

Data warehouses are databases of a specific kind that periodically collect information about the activities being performed by an organization. This information is then accumulated over a period of time for the purpose of analyzing how it evolves and, thus,...

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