16

Event-Driven Analytics Using Azure Event Hubs, Azure Stream Analytics, and Azure Machine Learning

In the previous chapter, we discussed the four dimensions of data in modern-day data analytics – volume, velocity, variety, and veracity.

We also looked at an architecture that covers volume and variety. We left out the velocity part to make the architecture simpler. In this chapter, we will architect for the last V, velocity.

Data is dynamically changing in today’s fast-paced world. It’s a world of instant gratification and split-second actions. You want to understand how your customers are interacting with your website so that you can dynamically swap ads or provide dynamic, relevant offers. You want to monitor the machines you make and sell ...

Get Engineering Data Mesh in Azure Cloud now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.