多云环境下基于分布式数据结构的平台研究

Seok-Jae Moon, Seong-Beom Kang, B. Park
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引用次数: 2

摘要

在多云环境中,为了在不构建数据仓库或数据湖的情况下实现分布式源数据的高效互操作性,有必要尽量减少物理移动。并且需要一个能够在多云环境中的任何地方轻松访问数据的数据平台。在本文中,我们提出了一个基于数据结构的新平台,该平台以适合云环境的分布式平台为中心,克服了遗留系统的局限性。该平台将知识图谱数据库技术应用于源数据的物理链接,实现分布式数据的互操作。通过将所有数据集成到多云环境中的一个可扩展平台中,它使用了全链技术,因此无论数据存储在何处,公司都可以轻松访问和移动数据,并保证安全性和权威性。知识图谱数据库缓解了分散环境下数据互操作性的异构冲突问题,Holochain加速了传统区块链的内存和安全处理过程。这样,更分布式的数据互操作性的数据访问和共享变得灵活,元数据匹配的灵活性得到有效处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Study on a Distributed Data Fabric-based Platform in a Multi-Cloud Environment
In a multi-cloud environment, it is necessary to minimize physical movement for efficient interoperability of distributed source data without building a data warehouse or data lake. And there is a need for a data platform that can easily access data anywhere in a multi-cloud environment. In this paper, we propose a new platform based on data fabric centered on a distributed platform suitable for cloud environments that overcomes the limitations of legacy systems. This platform applies the knowledge graph database technique to the physical linkage of source data for interoperability of distributed data. And by integrating all data into one scalable platform in a multi-cloud environment, it uses the holochain technique so that companies can easily access and move data with security and authority guaranteed regardless of where the data is stored. The knowledge graph database mitigates the problem of heterogeneous conflicts of data interoperability in a decentralized environment, and Holochain accelerates the memory and security processing process on traditional blockchains. In this way, data access and sharing of more distributed data interoperability becomes flexible, and metadata matching flexibility is effectively handled.
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