Building deduplicated model repositories to assess domain-specific languages evolution

Software evolution and maintenance is a real challenge in modern software engineering. In the context of model-driven development, which heavily rely on interconnected (meta-)models, tools and generators, evolving both models and their associated meta-models is particularly complex. This issue is also prevalent in language engineering, where evolving a language's grammar or semantics must remain consistent with the pre-existing models. In this paper, we explore how techniques inspired by repository mining can help a model designer/language engineer to build a deduplicated dataset of existing models available in open source repositories. Deduplication is essential to ensure the evolution made on the meta-model/language can be efficiently assessed. We apply the method to the P4 language, an industrial domain-specific language (Intel, Linux foundation) used to model software defined networks.

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Published
2024-09-22
DOI
https://doi.org/10.1145/3652620.3688338
Primary Topic
Genomics and Phylogenetic Studies
Type
article
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article

Building deduplicated model repositories to assess domain-specific languages evolution

Sébastien Mosser, Alexandre Lachance
Genomics and Phylogenetic Studies
article

Building deduplicated model repositories to assess domain-specific languages evolution

Sébastien Mosser, Alexandre Lachance
article en

Abstract

Software evolution and maintenance is a real challenge in modern software engineering. In the context of model-driven development, which heavily rely on interconnected (meta-)models, tools and generators, evolving both models and their associated meta-models is particularly complex. This issue is also prevalent in language engineering, where evolving a language's grammar or semantics must remain consistent with the pre-existing models. In this paper, we explore how techniques inspired by repository mining can help a model designer/language engineer to build a deduplicated dataset of existing models available in open source repositories. Deduplication is essential to ensure the evolution made on the meta-model/language can be efficiently assessed. We apply the method to the P4 language, an industrial domain-specific language (Intel, Linux foundation) used to model software defined networks.

McMaster University (CA)
Openalex Percentile: Top 83%
Genomics and Phylogenetic Studies
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Building deduplicated model repositories to assess domain-specific languages evolution — Sébastien Mosser, Alexandre Lachance · (2024) | TGRS Research Map | TGRS