Book Image

Scalable Data Analytics with Azure Data Explorer

By : Jason Myerscough
Book Image

Scalable Data Analytics with Azure Data Explorer

By: Jason Myerscough

Overview of this book

Azure Data Explorer (ADX) enables developers and data scientists to make data-driven business decisions. This book will help you rapidly explore and query your data at scale and secure your ADX clusters. The book begins by introducing you to ADX, its architecture, core features, and benefits. You'll learn how to securely deploy ADX instances and navigate through the ADX Web UI, cover data ingestion, and discover how to query and visualize your data using the powerful Kusto Query Language (KQL). Next, you'll get to grips with KQL operators and functions to efficiently query and explore your data, as well as perform time series analysis and search for anomalies and trends in your data. As you progress through the chapters, you'll explore advanced ADX topics, including deploying your ADX instances using Infrastructure as Code (IaC). The book also shows you how to manage your cluster performance and monthly ADX costs by handling cluster scaling and data retention periods. Finally, you'll understand how to secure your ADX environment by restricting access with best practices for improving your KQL query performance. By the end of this Azure book, you'll be able to securely deploy your own ADX instance, ingest data from multiple sources, rapidly query your data, and produce reports with KQL and Power BI.
Table of Contents (18 chapters)
1
Section 1: Introduction to Azure Data Explorer
5
Section 2: Querying and Visualizing Your Data
11
Section 3: Advanced Azure Data Explorer Topics

Introducing Azure Advisor

Azure Advisor may be one of the most underrated services on Azure. Azure Advisor provides insights and recommendations, based on your usage, on how to optimize your Azure deployments from a security, cost, performance, and operational excellence perspective. Another great benefit of Azure Advisor is that it is free. Simply search for Azure Advisor under All services in the Azure portal.

As shown in the following screenshot, Azure Advisor provides a clean dashboard showing the number of items that can potentially help optimize your deployment. Each item is ranked based on the impact of the saving:

Figure 12.4 – Azure Advisor

As you can see from the previous screenshot, we have two recommendations under Cost, which could save us USD 1,071 annually, and one Medium impact recommendation under the Operational excellence category. To see more information on the recommendations, simply click on one of the categories to open it....