A Virtual Global Monorepo of Immutable Linked Data

The data layer of today's model management solutions often is either centralized or Git-based. We point out a number of limitations of current approaches, such as poor replicability, manually configured access control, centralization, hard-coded 'meta-data', and inflexible encodings. We argue for a set of fundamental features / restrictions (most importantly immutability and capability-based security) for decentralized model management systems to adapt, to solve these problems at their root. We distinguish a fundamental core from non-fundamental applications (such as versioning), that can be built on top.

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Publication Details

Published
2024-09-22
DOI
https://doi.org/10.1145/3652620.3688222
Citations
1
Primary Topic
Semantic Web and Ontologies
Type
article
Field-Weighted Citation Impact
0.35

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article

A Virtual Global Monorepo of Immutable Linked Data

Hans Vangheluwe, Jakob Pietron, Joeri Exelmans, Alexander Raschke
1 citations
Semantic Web and Ontologies
0.35
article

A Virtual Global Monorepo of Immutable Linked Data

Hans Vangheluwe, Jakob Pietron, Joeri Exelmans, Alexander Raschke
article en
1 citations

Abstract

The data layer of today's model management solutions often is either centralized or Git-based. We point out a number of limitations of current approaches, such as poor replicability, manually configured access control, centralization, hard-coded 'meta-data', and inflexible encodings. We argue for a set of fundamental features / restrictions (most importantly immutability and capability-based security) for decentralized model management systems to adapt, to solve these problems at their root. We distinguish a fundamental core from non-fundamental applications (such as versioning), that can be built on top.

University of Antwerp (BE), Universität Ulm (DE)
Fonds Wetenschappelijk Onderzoek
Openalex Percentile: Top 32%
Semantic Web and Ontologies
0.35
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