The data mesh is a novel data management concept that emphasises the importance of a domain before technology. The concept is still in the early stages of development and many efforts to implement and use it are expected to have negative consequences for organizations due to a lack of technological guidelines and best practices. To mitigate the risk of negative outcomes this paper proposes the use of the mask-mediator-wrapper architecture as a data mesh driver. The mask-mediator-wrapper architecture provides a set of prefabricated configurable components that provide basic functionalities which a data mesh requires. This paper shows how the two concepts are compatible in terms of functionality, data modelling, evolvability and aligned capabilities. A mask-mediator-wrapper driven data mesh facilitates: low-risk adoption trials, rapid prototyping, standardization, and a guarantee of evolvability.
翻译:数据网格是一个新颖的数据管理概念,强调领域在技术之前的重要性。这个概念仍处于早期发展阶段,许多实施和使用这个概念的努力预计会由于缺乏技术准则和最佳做法而对各组织产生不利影响。为减轻负面结果的风险,本文件提议使用面具-媒介-包装结构作为数据网格驱动器。面具-媒介-包装结构提供一套预制的可配置组件,提供数据网格所要求的基本功能。本文说明了这两个概念在功能、数据建模、可流动性和统一能力方面如何兼容。面具-媒介-包裹-包裹驱动数据网格有助于:低风险采用试验、快速原型、标准化和保证可流动性。