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A Case Study on Web-based Analytic Workflow in Big Data Platform

机译:大数据平台中基于Web的分析工作流的案例研究

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In the recent years, many new big data systems have been invented to improve different issues related to process a large amount of data. Nevertheless, the use of these systems to solve particular problems, especially in domains sensitive to safety, privacy and accuracy, is still limited due to unfriendly interface designs, complicated configurations and poor security management mechanism. Thus, we propose here a web-based analytic workflow system to allow end-users to use easily their desired analytic functions to solve specific problems in different domains. Moreover, our system can enable safe sharing and guarantee the security as well as process automation. We also conduct a case study to verify the validation and practice use of our system.
机译:近年来,已经发明了许多新的大数据系统来改善与处理大量数据有关的不同问题。尽管如此,由于不友好的界面设计,复杂的配置和不良的安全管理机制,仍然限制了使用这些系统来解决特定问题,尤其是在对安全性,隐私性和准确性敏感的领域中。因此,我们在这里提出一个基于Web的分析工作流系统,以允许最终用户轻松地使用其所需的分析功能来解决不同领域中的特定问题。此外,我们的系统可以实现安全共享,并保证安全性和过程自动化。我们还将进行案例研究,以验证系统的有效性和实践性。

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