Big Data Methodology Course

What is Big Data Methodology?

In this course, we are going to introduce a way of designing big data applications. The underlying idea is to incorporate techniques from model-driven engineering into a DevOps development life cycle. Why is such an approach suitable and fruitful for data-intensive software? The question is fair, and we shall answer it first. We will start by advocating the use of models in DevOps. We will then look at some benefits of applying model-driven DevOps to big data application construction. Finally, we will introduce our methodology proposal and how the DICE IDE gives support to it.

Content

• Model-Driven DevOps
• Model-Driven DevOps for Big Data
• Methodology Proposal
  • Architecture Modelling
  • Architecture Analysis
  • Architecture Experimentation
• The DICE Methodology in the IDE