Abstract:
This document focuses on forming a community of interest from industry, academia, and government, intending to develop a standards roadmap for Big Data Governance and Met...Show MoreScope:The goal of Big Data Governance and Metadata Management (BDGMM) is to address Big Data characteristic challenges that would enable data integration/mashup among heterogen...Show More
Metadata
Abstract:
This document focuses on forming a community of interest from industry, academia, and government, intending to develop a standards roadmap for Big Data Governance and Metadata Management (BDGMM). The approach includes the following: *Review BDGMM-related technology trends, use cases, general requirements, and reference architecture; * Gain an understanding of what standards are available or under development that may apply to BDGMM; * Perform standards, gap analysis, and document the findings; and * Document vision and recommendations for future BDGMM standards activities that could have a significant industry impact. Within the multitude of best practices and standards applicable to BDGMM-related technology, this document focuses on approaches that: (1) apply to situations encountered in BDGMM; (2) explore best BDGMM architectures that may be nonexistent, and (3) facilitate addressing BDGMM industry use cases’ needs.
Scope:
The goal of Big Data Governance and Metadata Management (BDGMM) is to address Big Data characteristic challenges that would enable data integration/mashup among heterogeneous datasets from diversified domain repositories. This would allow data to be discoverable, accessible, and re-usable through a machine readable and actionable standard data infrastructure. This document identifies the challenges and opportunities with the ever-increasing deluge of information and forms the scope of boundaries; surveys examples of how such data exploration could impact emerging vertical application domains such as IoT, social media, smart cities, smart manufactures, and 5G wireless networks; provides a deeper understanding of the BDGMM challenges through a variety of case studies; presents a set of extracted requirements from the identified case study challenges and aggregated them into five general categories of requirements; lists the relevant standards activities that can potentially be used as en...
Date of Publication: 03 July 2020
Electronic ISBN:978-1-5044-6787-2
Persistent Link: https://ieeexplore.ieee.org/servlet/opac?punumber=9133345