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You're reading from  Data Modeling with Snowflake

Product typeBook
Published inMay 2023
PublisherPackt
ISBN-139781837634453
Edition1st Edition
Concepts
Data Engineering
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Author (1)
Serge Gershkovich
Serge Gershkovich
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Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
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Summary

Snowflake’s hybrid cloud-native design, built for the cloud from the ground up, enables real-time data sharing and on-demand workload sizing that gives its users unparalleled flexibility—overcoming many scalability limitations of previous database architectures. Snowflake’s architecture allows secure data sharing between organizations across regions and cloud providers as quickly as it does between databases in the same account.

By understanding each of the layers that make up Snowflake’s cloud architecture (storage, compute, and services), we gained insight into how they enable powerful features such as zero-copy cloning, Time Travel, Hybrid Unistore, and hybrid transactional/analytical processing (HTAP) tables and open the gates to interacting with semi-structured and unstructured data.

This chapter also outlined the costs of each of the three architecture layers and how to keep them in check. Furthermore, we discussed how various caching...

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Data Modeling with Snowflake
Published in: May 2023Publisher: PacktISBN-13: 9781837634453
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Serge Gershkovich

Serge Gershkovich is a seasoned data architect with decades of experience designing and maintaining enterprise-scale data warehouse platforms and reporting solutions. He is a leading subject matter expert, speaker, content creator, and Snowflake Data Superhero. Serge earned a bachelor of science degree in information systems from the State University of New York (SUNY) Stony Brook. Throughout his career, Serge has worked in model-driven development from SAP BW/HANA to dashboard design to cost-effective cloud analytics with Snowflake. He currently serves as product success lead at SqlDBM, an online database modeling tool.
Read more about Serge Gershkovich

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