Streaming best practices

Gartner has identified five levels of streaming capabilities to determine the maturity of an organization in its journey toward stream analytics as data is converted into information and optimized to extract every ounce of insight from it. It goes from presenting what happened, and why it happened, to what will happen. The five stages are as follows:

1. Ingesting the data
2. Orienting the individual lines of business to be data-aware
3. Using model capabilities to advise business support systems to help make the decisions through extended testing
4. Automation, culminating in a learning capability that can adapt to changes in data
5. Operating conditions

Here is a graphic representation of these five stages:

Figure 4.19 – Gartner's Streaming Analytics Maturity Model

Reference

https://blogs.gartner.com/nick-heudecker/five-levels-of-streaming-analytics-maturity/

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