大模型版本控制:代数基础和块符号

Z. Diskin, K. Czarnecki, M. Antkiewicz
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引用次数: 21

摘要

大模型版本控制关注的是涉及多个更新和模型的多个副本的复杂场景。本文将瓦片系统作为模型版本控制术语中双类别的重新表述,并表明瓦片语言能够实现版本控制概念的非常通用的形式化。形式化使概念易于代数分析,并为版本系统设计者提供了方便的符号。它还允许制定一个正确的版本控制系统必须或可能想要满足的代数定律。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-versioning-in-the-large: Algebraic foundations and the tile notation
Model-versioning-in-the-large is concerned with complex scenarios involving multiple updates and multiple replicas of a model. The paper introduces tile systems as rephrasing of double categories in model versioning terms, and shows that the tile language enables a very general formalization of versioning concepts. The formalization makes the concepts amenable to algebraic analysis and provides a convenient notation for version system designers. It also allows one to formulate algebraic laws that a correct versioning system must or may want to satisfy.
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