Название: Ultimate Snowflake Architecture for Cloud Data Warehousing: Architect, Manage, Secure, and Optimize Your Data Infrastructure Using Snowflake for Actionable Insights and Informed DecisionsАвтор: Ganesh Bharathan
Издательство: Orange Education Pvt Ltd, AVA
Год: 2024
Страниц: 325
Язык: английский
Формат: pdf, azw3, epub, mobi
Размер: 10.1 MB
Unlocking the Power of Snowflake: Unveiling the Architectural Wonders of Modern Data Management.
Book Description:
Unlock the revolutionary world of Snowflake with this comprehensive book which offers invaluable insights into every aspect of Snowflake architecture and management.
The Snowflake database revolutionized cloud-based databases with its unique hybrid of shared disk and shared-nothing architectures, paving the way for a rather groundbreaking approach that has become a solution for many organizations that were tied to service providers who provided a coupled compute and storage solution.
Beginning with an introduction to Snowflake's architecture and key concepts, you will learn about cloud data warehousing principles like Star and Snowflake schemas to master efficient data organization. Advancing to topics such as distributed systems and data loading techniques, you will discover how Snowflake manages data storage and processing for scalability and optimized performance.
Covering security features like encryption and access control, the book will equip you with the tools to ensure data confidentiality and compliance. The book also covers expert insights into performance optimization and schema design, equipping you with techniques to unleash Snowflake's full potential.
By the end, you will have a comprehensive understanding of Snowflake's architecture and be empowered to leverage its features for valuable insights from massive datasets.
Chapter 1. Getting Started with Snowflake Architecture: This chapter provides a high-level overview of Snowflake architecture, exploring the separation of storage and computing. Snowflake handles high volume requests from concurrent users by scaling vertically and horizontally, allowing for unlimited scaling in computing and storage.
Chapter 2. Managing Organizations and Accounts: A business can have several accounts, all belonging to the central Snowflake organization. This chapter explains how to create and secure snowflake accounts in organizations. Each account is independent of the others, and we can set them up in various geographic regions, giving businesses greater flexibility.
Chapter 3. Virtual Warehouse Compute: This chapter dives into Snowflake's virtual warehouses. Snowflake was one of the first to establish the separation of compute and storage in databases with their hybrid architecture, which allowed us to consider compute on demand in the form of warehouses. Elastic computation gave us the flexibility to scale on demand.
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Chapter 9. Snowflake Marketplace: The marketplace is slowly turning into a game changer for Snowflake, serving as the go-to destination for many enterprises looking for high-quality data and other marketplace services. This chapter discusses the marketplace and how it can be utilized by enterprises.
Chapter 10. Snowpark: This chapter discusses how Snowpark enables organizations to build and execute complicated data, transformations, and calculations in Snowflake using programming languages that are already familiar to users.
Contents:
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