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You're reading from  Data Engineering with AWS - Second Edition

Product typeBook
Published inOct 2023
PublisherPackt
ISBN-139781804614426
Edition2nd Edition
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Author (1)
Gareth Eagar
Gareth Eagar
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Gareth Eagar

Gareth Eagar has over 25 years of experience in the IT industry, starting in South Africa, working in the United Kingdom for a while, and now based in the USA. Having worked at AWS since 2017, Gareth has broad experience with a variety of AWS services, and deep expertise around building data platforms on AWS. While Gareth currently works as a Solutions Architect, he has also worked in AWS Professional Services, helping architect and implement data platforms for global customers. Gareth frequently speaks on data related topics.
Read more about Gareth Eagar

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Designing a high-performance data warehouse

When you’re looking to design a high-performing data warehouse, multiple factors need to be considered. These include items such as cluster type and sizing, compression types, distribution keys, sort keys, data types, and table constraints.

As part of the design process, you will need to consider several trade-offs, such as cost versus performance. Business requirements and the available budget will often drive these decisions.

Beyond decisions about infrastructure and storage, the logical schema design also plays a big part in optimizing the performance of the data warehouse. Often, this will be an iterative process, where you start with an initial schema design that you refine over time to optimize for increased performance.

Provisioned versus Redshift Serverless clusters

When creating an Amazon Redshift cluster, you can select to either use a serverless Redshift configuration or provision specific resources. With...

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Data Engineering with AWS - Second Edition
Published in: Oct 2023Publisher: PacktISBN-13: 9781804614426

Author (1)

author image
Gareth Eagar

Gareth Eagar has over 25 years of experience in the IT industry, starting in South Africa, working in the United Kingdom for a while, and now based in the USA. Having worked at AWS since 2017, Gareth has broad experience with a variety of AWS services, and deep expertise around building data platforms on AWS. While Gareth currently works as a Solutions Architect, he has also worked in AWS Professional Services, helping architect and implement data platforms for global customers. Gareth frequently speaks on data related topics.
Read more about Gareth Eagar