This document specifies the big data reference architecture (BDRA). The reference architecture includes concepts and architectural views.
The reference architecture specified in this document defines two architectural viewpoints:
— a user view defining roles/sub-roles, their relationships, and types of activities within a big data ecosystem;
— a functional view defining the architectural layers and the classes of functional components within those layers that implement the activities of the roles/sub-roles within the user view.
The BDRA is intended to:
— provide a common language for the various stakeholders;
— encourage adherence to common standards, specifications, and patterns;
— provide consistency of implementation of technology to solve similar problem sets;
— facilitate the understanding of the operational intricacies in big data;
— illustrate and understand the various big data components, processes, and systems, in the context of an overall big data conceptual model;
— provide a technical reference for government departments, agencies and other consumers to understand, discuss, categorize and compare big data solutions; and
— facilitate the analysis of candidate standards for interoperability, portability, reusability, and extendibility.
Status: PublishedPublication date: 2020-03
Edition: 1Number of pages: 38
Technical Committee: ISO/IEC JTC 1/SC 42 Artificial intelligence
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