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ISO/IEC TR 20547-1:2020 AI Big Data Architecture Management System

ISO/IEC TR 20547-1:2020 AI Big Data Architecture Management System
The Core and Application of Big Data Reference Framework

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ISO/IEC TR 20547-1:2020 "Information Technology Big Data Reference Architecture Part 1: Framework and Application Processes" is an international technical report jointly published by the International Organization for Standardization (ISO) and the International Electrotechnical Commission (IEC), aimed at providing a standardized framework for the design, implementation, and management of big data systems. This standard belongs to the ISO/IEC 20547 series and was developed under the leadership of ISO/IEC JTC 1/SC 42 (Artificial Intelligence Subcommittee) and its predecessor working groups (such as WG 9 Big Data Working Group). It is an important reference for the current global big data field.
Product Introduction
I. Standard Background and Positioning

ISO/IEC TR 20547-1:2020 is the first part of the ISO/IEC 20547 series of standards, published in March 2020. As a technical report (TR) rather than an international standard (IS), its positioning is to provide a conceptual framework and guiding principles for big data reference architecture, rather than mandatory specifications.
This standard originates from a response to industry demand and aims to address the following challenges:
Lack of unified terminology and conceptual models in the field of big data
Interoperability issues caused by differences in architecture of various big data systems
Lack of standardized reference framework for big data project implementation
Understanding bias in cross organizational collaboration

II. Main Content and Application Scenarios of the Standard

Standard content
Framework and Application Process: This standard provides a detailed description of the framework for big data reference architecture and outlines the process of applying the framework to specific problem domains. This includes steps such as identifying stakeholders and concerns, mapping stakeholders and concerns to roles and sub roles, developing detailed activity descriptions, and defining functional components.
Stakeholders and Concerns: The standard specifies the stakeholders and their concerns in big data architecture, and describes these concerns through views such as user views and functional views.
Reference architecture elements: Detailed description of the various components of the reference architecture, including stakeholders, focal points, views, etc.

Application scenarios
ISO/IEC TR 20547-1:2020 is applicable to organizations that need to design, develop, and implement big data solutions. It can help organizations achieve consistency and standardization in big data projects, thereby improving project manageability and scalability.
In addition, this standard provides a common reference framework for suppliers and users of big data technology, which helps promote technical exchange and cooperation.


III. Core Values and Significance

? Building a common language: Unifying terminology and conceptual models greatly promotes effective communication and collaboration across teams, organizations, and vendors.
? Architecture Design Guidelines: Provide systematic methodology and best practice references for designing complex big data solutions, avoiding "reinventing the wheel" and architectural pitfalls.
? Promote interoperability and integration: By providing clear component definitions and interface specifications, reduce the difficulty and cost of integrating different technology stacks, protect investments, and avoid vendor lock-in.
? Support technology selection and evaluation: Provide an objective framework for evaluating and comparing different big data products, platforms, and services.
? Ensure non functional requirements: Emphasize key quality attributes (security, scalability, fault tolerance, etc.) to guide the construction of robust, reliable, and secure big data systems.
? Promote standardization process: As the foundation of a series of standards, promote more extensive and in-depth standardization work in the field of big data.
? Reduce risks and costs: Adhere to validated architecture frameworks, reduce project failure risks, improve development efficiency, and optimize resource utilization

IV. Applicable Objects

Enterprise Architect and Solution Architect: Design and plan big data platforms.
IT Managers and Decision makers: Evaluating Technology Selection and Investment Strategies.
Data engineers and data scientists: understanding system context and better utilizing platform capabilities.
System integrators and software suppliers: develop products and solutions that meet standards and are easy to integrate.
Standard setting agencies and researchers: serving as the foundation for further research and standardization.


Continuous improvement requirements
  • Surveillance audit
    Organizations shall establish a continuous monitoring and evaluation mechanism to track the operational status of big data systems, the application of reference architectures, and related processes.
  • Certificate maintenance
    Organizations need to proactively maintain and update the documents, implementations, and related knowledge bases of their big data reference architectures to ensure that they reflect current best practices and actual operational status.
  • Upgrade mechanism
    Based on the results of supervision and evaluation as well as the needs identified in the maintenance process, organizations should establish mechanisms to plan, test and implement improvements to big data architectures, components, processes and strategies.
FAQ
QWhat is ISO/IEC TR 20547-1:2020?
AIt is a Technical Report (TR) issued by the International Organization for Standardization (ISO), with the full title *Information technology - Big data reference architecture - Part 1: Framework and application processes*. It constitutes the fundamental part of the series of standards on big data reference architectures.
QIs ISO/IEC TR 20547-1:2020 a mandatory certification standard?
ANo.
It is a Technical Report (TR) that provides guidance and recommendations rather than mandatory requirements. Therefore, it is not related to certification but serves as a reference for architectural design.
QWhat is the purpose of ISO/IEC TR 20547-1:2020?
AProvide a unified big data reference architecture framework to help organizations design, develop and manage big data systems, and promote interoperability, scalability and consistency in technology selection.
QWhich industries or scenarios is ISO/IEC TR 20547-1:2020 applicable to?
AIt is a universal framework applicable to all fields involving big data processing, such as finance, healthcare, manufacturing, smart cities, and the Internet of Things (IoT).
QWhat is the value of ISO/IEC TR 20547-1:2020 for artificial intelligence (AI) projects?
AProvide guidelines for data infrastructure for AI, ensure the standardization of data collection, storage, and processing procedures, and support the efficient development of AI applications such as machine learning/deep learning.
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