O'Reilly logo

Learning AWS - Second Edition by Amit Shah, Aurobindo Sarkar

Stay ahead with the world's most comprehensive technology and business learning platform.

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, tutorials, and more.

Start Free Trial

No credit card required

Understanding emerging cloud-based application architectures

In this section, we will describe common architecture patterns and deployment of some of the main processing models being used for batch processing, streaming applications, and machine learning pipelines. The underlying architecture for these processing models are required to support ingesting very large volumes of various types of data arriving at high velocities at one end, while making the output data available for use by analytical tools, reporting and modeling software, at the other.

The software platforms supporting such applications have the necessary features and support the key mechanisms required to access data across a diverse set of data sources and formats, and prepare ...

With Safari, you learn the way you learn best. Get unlimited access to videos, live online training, learning paths, books, interactive tutorials, and more.

Start Free Trial

No credit card required