Based on the needs of the business, the big data platform needs to be run in various deployment models, such as public and private clouds, or sometimes it needs to be run on the same stack in a customer environment. Occasionally also, platforms need to be built that are cloud agnostic, so that the stack can be portable across the cloud environments. In various business cases such as this, it is always good to have a strategy of building a platform that is suitable for different deployment modes. In this section, we will discuss a generic data and analytic platform architecture that relies more on open source technologies.
The following diagram illustrates various technologies available for building ...
