Data Lake Analytics on Microsoft Azure: A Practitioner's Guide to Big Data Engineering

© Harsh Chawla and Pankaj Khattar 2020

H. Chawla, P. KhattarData Lake Analytics on Microsoft Azurehttps://doi.org/10.1007/978-1-4842-6252-8_8

8. Model and Serve

Harsh Chawla¹   and Pankaj Khattar²

(1)

Bengaluru, India

(2)

Delhi, India

 

Model and Serve is the final phase of a data analytics solution (Figure 8-1). In this phase, transformed data is consumed for the final output, either through visualization or any dependent applications. The entire data journey is planned, based on the target use case. In this chapter, the discussion is on the various scenarios that are applicable in this phase, and how to decide on technologies based on the cost and efficiency.

Figure 8-1

Model and serve phase

Model and Serve

Several target systems can collect data from the ...