Book Image

Cloud Scale Analytics with Azure Data Services

By : Patrik Borosch
Book Image

Cloud Scale Analytics with Azure Data Services

By: Patrik Borosch

Overview of this book

Azure Data Lake, the modern data warehouse architecture, and related data services on Azure enable organizations to build their own customized analytical platform to fit any analytical requirements in terms of volume, speed, and quality. This book is your guide to learning all the features and capabilities of Azure data services for storing, processing, and analyzing data (structured, unstructured, and semi-structured) of any size. You will explore key techniques for ingesting and storing data and perform batch, streaming, and interactive analytics. The book also shows you how to overcome various challenges and complexities relating to productivity and scaling. Next, you will be able to develop and run massive data workloads to perform different actions. Using a cloud-based big data-modern data warehouse-analytics setup, you will also be able to build secure, scalable data estates for enterprises. Finally, you will not only learn how to develop a data warehouse but also understand how to create enterprise-grade security and auditing big data programs. By the end of this Azure book, you will have learned how to develop a powerful and efficient analytical platform to meet enterprise needs.
Table of Contents (20 chapters)
1
Section 1: Data Warehousing and Considerations Regarding Cloud Computing
4
Section 2: The Storage Layer
7
Section 3: Cloud-Scale Data Integration and Data Transformation
14
Section 4: Data Presentation, Dashboarding, and Distribution

Scaling the database

In Figure 4.13, in the Understanding concurrency and memory settings section, you already learned about the available resource settings that you can configure within Synapse Analytics. But how do we get there?

When you browse to your Synapse Analytics service in your portal, you can scale the database from there. In the Overview blade, you will find the Scale link right next to the Resume or Pause button (displayed depending on the running state of the database):

Figure 4.15 – The Resume and Scale buttons on the Overview blade

When you click on the Scale button, you are taken to the Scaling blade of the database. By dragging the slider in the Scale your system section, you can add or remove resources in your database:

Figure 4.16 – Scaling your database

If your database contains workload groups for workload management, they will also be displayed here with an overview of their possible resource...