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Designing reusable systems that can handle change- description-driven systems: Revisiting object-oriented principles

机译:设计可处理由变更描述驱动的系统的可重用系统:重新审视面向对象的原理

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摘要

In the age of the Cloud and so-called Big Data systems must be increasingly flexible, reconfigurable and adaptable to change in addition to being developed rapidly. As a consequence, designing systems to cater for evolution is becoming critical to their success. To be able to cope with change, systems must have the capability of reuse and the ability to adapt as and when necessary to changes in requirements. Allowing systems to be self-describing is one way to facilitate this. To address the issues of reuse in designing evolvable systems, this paper proposes a so-called description-driven approach to systems design.udThis approach enables new versions of data structures and processes to be created alongside the old, thereby providing a history of changes to the underlying data models and enabling the capture of provenance data. Theudefficacy of the description-driven approach is exemplified by the CRISTAL project. CRISTAL is based on description-driven design principles; it uses versions of stored descriptions to define various versions of data which can beudstored in diverse forms. This paper discusses the need for capturing holistic system description when modelling large-scale distributed systems.
机译:在云时代,所谓的大数据系统除了要快速开发之外,还必须越来越灵活,可重新配置并适应变化。结果,设计系统以迎合发展对它们的成功变得至关重要。为了能够应对变化,系统必须具有重用能力以及必要时根据需求的变化进行适应的能力。允许系统进行自我描述是实现此目的的一种方法。为了解决设计可演化系统中的重用问题,本文提出了一种所谓的描述驱动的系统设计方法。 ud这种方法可以使新版本的数据结构和流程与旧版本一起创建,从而提供变更历史到基础数据模型,并能够捕获来源数据。描述驱动方法的低效率通过CRISTAL项目得到了体现。 CRISTAL基于描述驱动的设计原则;它使用存储描述的版本来定义可以以多种形式 ud存储的各种数据版本。本文讨论了在对大型分布式系统建模时需要获取整体系统描述的需求。

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