更新时间：2021-07-02 22:36:24
封面
版权信息
Credits
About the Authors
About the Reviewers
www.PacktPub.com
Why subscribe?
Customer Feedback
Preface
What this book covers
What you need for this book
Who this book is for
Conventions
Reader feedback
Customer support
Downloading the example code
Downloading the color images of this book
Errata
Piracy
Questions
Introducing Stream Processing and Real-Time Insights
Understanding stream processing
Understanding queues Pub/Sub and events
Queues
Publish and Subscribe model
Real-world implementations of the Publish/Subscribe model
Azure implementation of queues and Publish/Subscribe models
What is an event?
Event streaming
Event correlation
Azure implementation of event processing
Architectural components of Event Hubs
Simple event processing
Event stream processing
Complex event processing
Summary
Introducing Azure Stream Analytics and Key Advantages
Services offered by Microsoft
Introduction to Azure Stream Analytics
Configuration of Azure Stream Analytics
Key advantages of Azure Stream Analytics
Security
Programmer productivity
Declarative SQL constructs
Built-in temporal semantics
Lowest total cost of ownership
Mission-critical and enterprise-less scalability and availability
Global compliance
Microsoft Cortana Intelligence suite integration
Azure IoT integration
Designing Real-Time Streaming Pipelines
Differencing stream processing and batch processing
Logical flow of processing
Out of order and late arrival of data
Session grouping and windowing challenges
Message consistency
Fault tolerance recovery and storage
Source
Communication and collection
Ingest queue and transform
Hot path
Cold path
Data retention
Presentation and action
Canonical Azure architecture
Developing Real-Time Event Processing with Azure Streaming
Stream Analytics tools for Visual Studio
Prerequisites for the installation of Stream Analytics tools
Development of a Stream Analytics job using Visual Studio
Defining a Stream Analytics query for Vehicle Telemetry job analysis using Stream Analytics tools
Query to define Vehicle Telemetry (Connected Car) engine health status and pollution index over cities
Testing Stream Analytics queries locally or in the cloud
Stream Analytics job configuration parameter settings in Visual Studio
Implementation of an Azure Stream Analytics job using the Azure portal
Provisioning for an Azure Stream Analytics job using the Azure Resource Manager template
Azure ARM Template - Infrastructure as code
Getting started with provisioning Azure Stream Analytics job using the ARM template
Deployment and validation of the Stream Analytics ARM template to Azure Resource Group
Configuration of the Azure Streaming job with different input data sources and output data sinks
Data input types-data stream and reference data
Data Stream inputs
Reference data
Job topology output data sinks of Stream Analytics
Building Using Stream Analytics Query Language
Built-in functions
Scalar functions
Aggregate and analytic functions
Array functions
Other functions
Data types and formats
Complex types
Query language elements
Windowing
Tumbling windows
Hopping windows
Sliding windows
Time management and event delivery guarantees
