The data mesh is a novel data management concept that emphasizes 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 driver for a data mesh implementation. The mask–mediator–wrapper architecture provides a set of prefabricated configurable components that provide basic functionalities that a data mesh requires. This paper shows how the two concepts are compatible in terms of functionality, data modeling, evolvability, and aligned capabilities. A mask–mediator–wrapper-driven data mesh facilitates low-risk adoption trials, rapid prototyping, standardization, and a guarantee of evolvability. We demonstrate a mask–mediator–wrapper-driven data mesh by using our open-source Janus system to experimentally drive an exemplified data mesh.

中文翻译：

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作为数据网格驱动程序的 Mask-Mediator-Wrapper 架构

数据网格是一种新颖的数据管理概念，强调领域优先于技术的重要性。该概念仍处于发展的早期阶段，由于缺乏技术指南和最佳实践，实施和使用它的许多努力预计会给组织带来负面影响。为了降低负面结果的风险，本文建议使用掩码-中介-包装器架构作为数据网格实现的驱动程序。 mask-mediator-wrapper 架构提供了一组预制的可配置组件，这些组件提供数据网格所需的基本功能。本文展示了这两个概念如何在功能、数据建模、可演化性和对齐功能方面兼容。掩模-中介-包装驱动的数据网格有助于低风险采用试验、快速原型设计、标准化和可进化性的保证。我们通过使用我们的开源 Janus 系统实验性地驱动示例数据网格来演示掩码-中介-包装器驱动的数据网格。