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@PHDTHESIS{Gleim:956518,
author = {Gleim, Lars Christoph},
othercontributors = {Decker, Stefan Josef and Sure-Vetter, York},
title = {{A}n approach for global and local data lifecycle
management with provenance and persistent identifiers},
school = {RWTH Aachen University},
type = {Dissertation},
address = {Aachen},
publisher = {RWTH Aachen University},
reportid = {RWTH-2023-04233},
pages = {1 Online-Ressource : Illustrationen, Diagramme},
year = {2023},
note = {Veröffentlicht auf dem Publikationsserver der RWTH Aachen
University; Dissertation, RWTH Aachen University, 2023},
abstract = {Data lifecycle management is gaining in complexity in times
of increasing interorganizational collaboration, agile
product development, and growing information sharing
throughout the enterprise supply chain. Current data
management practices based on data lake and data warehouse
systems are struggling to scale to the industrial
requirements of tomorrow. Based on the foundations of Linked
Data technology and principles and best practices for
findable, accessible, interoperable and reusable (FAIR) data
management, we describe an approach for global and local
data lifecycle management with provenance and persistent
identifiers. We refer to this approach as World Wide Data
Management (WWDM). Throughout this work, we define key
services, principles, and best practices for WWDM and
provide a reference architecture and implementation. We
present: FactID a novel approach for persistent resource
identification and archiving enabling globally-distributed
resource persistence. Extended Memento an Hyper Text
Transfer Protocol (HTTP) extension for enabling uniform
infrastructure-independent data persistence at industrial
scale. FactDAG a data integration and interoperability model
linking data across system, organizational boundaries, and
throughout the data and product lifecycle using provenance
links. FactStack an implementation of the FactDAG model
based on the principles of Linked Data and FAIR data
management. ReShare an approach enabling verifiable
accountability for data sharing across organizational
boundaries using the novel concept of Digital Transmission
Contracts. FactFUSE an approach integrating the WWDM
paradigm based on the FactStack system with traditional
hierarchical file systems to support the practical usability
and adoption of the overall paradigm. Through the
combination of these contributions, the suite of data
management services at the core of the WWDM paradigm is
realized in an interoperable and sustainable fashion,
guiding and supporting the data management throughout its
lifecycle. As such, the presented results provide a
practical foundation to enable interorganizational data
management and collaboration with minimal operational
overhead, promoting the adoption of FAIR data management
principles and best practices throughout the product
lifecycle and the enterprise supply chain. Subsequently, the
described WWDM solution provides the foundation for
next-generation data management practices for agile product
development and collaboration in Industry 4.0 and beyond.},
cin = {124510 / 120000},
ddc = {004},
cid = {$I:(DE-82)124510_20160614$ / $I:(DE-82)120000_20140620$},
pnm = {WS-A.III - Functional Perspective (X080067-WS-A.III) / DFG
project 390621612 - EXC 2023: Internet of Production (IoP)
(390621612) / SMITH - Medizininformatik-Konsortium
(BMBF-01ZZ1803K)},
pid = {G:(DE-82)X080067-WS-A.III / G:(GEPRIS)390621612 /
G:(DE-82)BMBF-01ZZ1803K},
typ = {PUB:(DE-HGF)11},
doi = {10.18154/RWTH-2023-04233},
url = {https://publications.rwth-aachen.de/record/956518},
}
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