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Deciphering Data Architectures Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh - James Serra 2024 PDF | EPUB O’Reilly Media, Inc. BOOKS
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Deciphering Data Architectures Choosing Between a Modern Data Warehouse, Data Fabric, Data Lakehouse, and Data Mesh
Author: James Serra
Year: 2024
Pages: 278
Format: PDF | EPUB
File size: 12.7 MB
Language: ENG



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Book Description: In this book, we explore the latest trends in data architecture and how they can help organizations make better decisions. We discuss the pros and cons of different data architectures, including modern data warehouses, data fabrics, data lakehouses, and data meshes. Each of these architectures has its strengths and weaknesses, and choosing the right one depends on your organization's specific needs and goals. We start by examining the traditional data warehouse approach, which stores data in a structured and organized manner. However, as data continues to grow and become more complex, new approaches have emerged that offer greater flexibility and scalability. Data fabrics are one such approach, allowing for real-time processing and integration of multiple data sources. Data lakehouses provide a centralized repository for all data, while data meshes enable collaboration and sharing across different departments and teams. The book provides practical advice on how to choose the right data architecture for your organization based on factors such as data volume, variety, velocity, and veracity. It also covers best practices for implementing and managing each type of architecture, including staffing, training, and technology selection. Throughout the book, we emphasize the importance of understanding the evolution of technology and how it affects our lives and society as a whole.
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