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ISO/IEC TR 20547-5:2018 - Information technology– Big data reference architecture– Part5: Standards roadmap

ISO/IEC TR 20547-5:2018 describes big data relevant standards, both in existence and under development, along with priorities for future big data standards development based on gap analysis.

ISO/IEC TR 20547-5

Information technology– Big data reference architecture– Part2: Use cases and derived requirements

SO/IEC TR 20547-2:2018 provides examples of big data use cases with application domains and technical considerations derived from the contributed use cases.

ISO/IEC TR 20547-2

Information technology– Big data reference architecture– Part1: Framework and appli-cation process

This document describes the framework of the big data reference architecture and the process for how a user of the document can apply it to their particular problem domain.

ISO/IEC TR 20547-1:2020

Guideline for the develop-ment of deep learning image recognition systems

Procedure for data collection, structuring of data for learn-ing AI image recognition, process structure of learning experiments and quality assurance

DIN SPEC 13266

Artificial Intelligence– Life Cycle Processes and Quality Requirements– Part2: Robustness

AI-specific requirements with regard to robustness, espe-cially regarding adversarial robustness and corruption robustness

DIN SPEC 92001-2