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Database Design and Modeling with Google Cloud

You're reading from  Database Design and Modeling with Google Cloud

Product type Book
Published in Dec 2023
Publisher Packt
ISBN-13 9781804611456
Pages 234 pages
Edition 1st Edition
Languages
Concepts
Author (1):
Abirami Sukumaran Abirami Sukumaran
Profile icon Abirami Sukumaran
LinkedIn
Abirami Sukumaran is a lead developer advocate at Google, focusing on databases and data to AI journey with Google Cloud. She has over 17 years of experience in data management, data governance, and analytics across several industries in various roles from engineering to leadership, and has 3 patents filed in the data area. She believes in driving social and business impact with technology. She is also an international keynote, tech panel, and motivational speaker, including key events like Google I/O, Cloud NEXT, MLDS, GDS, Huddle Global, India Startup Festival, Women Developers Academy, and so on. She founded Code Vipassana, an award-winning, non-profit, tech-enablement program powered by Google and she runs with the support of Google Developer Communities GDG Cloud Kochi, Chennai, Mumbai, and a few developer leads. She is pursuing her doctoral research in business administration with artificial intelligence, is a certified Yoga instructor, practitioner, and an Indian above everything else.
See other products by Abirami Sukumaran

Table of Contents (18) Chapters

Preface Part 1:Database Model: Business and Technical Design Considerations
Chapter 1: Data, Databases, and Design Chapter 2: Handling Data on the Cloud Part 2:Structured Data
Chapter 3: Database Modeling for Structured Data Chapter 4: Setting Up a Fully Managed RDBMS Chapter 5: Designing an Analytical Data Warehouse Part 3:Semi-Structured, Unstructured Data, and NoSQL Design
Chapter 6: Designing for Semi-Structured Data Chapter 7: Unstructured Data Management Part 4:DevOps and Databases
Chapter 8: DevOps and Databases Part 5:Data to AI
Chapter 9: Data to AI – Modeling Your Databases for Analytics and ML Chapter 10: Looking Ahead – Designing for LLM Applications Index Other Books You May Enjoy

Performance and throughput

Performance and throughput are two important factors to consider when choosing a cloud database. Performance refers to how quickly the database can respond to queries, while throughput refers to how much data the database can process per unit of time.

There are a number of factors that can affect the performance and throughput of a cloud database, including the following:

  • The type of database: Different types of databases are suited for different workloads. For example, relational databases are well-suited for storing and querying structured data, while NoSQL databases are well-suited for storing and querying unstructured data.
  • The size of the database: The larger the database, the more resources it will require and the slower it will be.
  • The number of users: The more users that are accessing the database, the more resources it will require and the slower it will be.
  • The types of queries: Different types of queries can require different...
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Authors (1)

Profile icon Abirami Sukumaran
LinkedIn
Abirami Sukumaran is a lead developer advocate at Google, focusing on databases and data to AI journey with Google Cloud. She has over 17 years of experience in data management, data governance, and analytics across several industries in various roles from engineering to leadership, and has 3 patents filed in the data area. She believes in driving social and business impact with technology. She is also an international keynote, tech panel, and motivational speaker, including key events like Google I/O, Cloud NEXT, MLDS, GDS, Huddle Global, India Startup Festival, Women Developers Academy, and so on. She founded Code Vipassana, an award-winning, non-profit, tech-enablement program powered by Google and she runs with the support of Google Developer Communities GDG Cloud Kochi, Chennai, Mumbai, and a few developer leads. She is pursuing her doctoral research in business administration with artificial intelligence, is a certified Yoga instructor, practitioner, and an Indian above everything else.
Read more
See other products by Abirami Sukumaran

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