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 identity management

When you signed up to Azure earlier in this book, an AAD tenant was created. AAD is Microsoft's cloud-based identity and access management service and is used by other major services such as Office365. AAD is a great service that allows you to manage your users and devices, supports multi-factor authentication (MFA) and privileged identity management (PIM), and so on. I would not be doing AAD justice if I tried to cover everything about AAD here. If you would like to learn more, I recommend Packt Publishing's Mastering Identity and Access Management with Microsoft Azure – Second Edition.

Before learning how to manage users, it is important to understand RBAC and the differences between the management plane and the data plane.

Introducing RBAC and the management and data planes

Before we introduce RBAC, it is important to understand what authentication and authorization are and how they differ from one another. Authentication...