The unprecedented volume, diversity and richness of aviation data that can be acquired, generated, stored, and managed provides unique capabilities for the aviation-related industries and pertains value that remains to be unlocked with the adoption of the innovative Big Data Analytics technologies. Despite the large efforts and investments on research and innovation, the Big Data technologies introduce a number of challenges to its adopters. Besides the effective storage and access to the underlying big data, efficient data integration and data interoperability should be considered, while at the same time multiple data sources should be effectively combined by performing data exchange and data sharing between the different stakeholders. However, this reveals additional challenges for the crucial preservation of the information security of the collected data, the trusted and secure data exchange and data sharing, as well as the robust data access control. The current paper aims to introduce the ICARUS big data-enabled platform that aims provide a multi-sided platform that offers a novel aviation data and intelligence marketplace accompanied by a trusted and secure analytics workspace. It holistically handles the complete big data lifecycle from the data collection, data curation and data exploration to the data integration and data analysis of data originating from heterogeneous data sources with different velocity, variety and volume in a trusted and secure manner.
翻译:大数据技术尽管在研究和创新方面作出了大量努力并投入了大量投资,但其采用者仍面临若干挑战。除了有效储存和获取基础大数据之外,应考虑高效的数据整合和数据互操作性,同时应通过在不同利益攸关方之间进行数据交换和数据共享,有效地将多个数据源结合起来,同时通过在不同利益攸关方之间进行数据交换和数据共享,有效地将多个数据源结合起来。然而,这揭示出在关键维护所收集数据的信息安全、可信和安全的数据交换和数据共享以及健全的数据访问控制方面还有更多的挑战。当前文件旨在引入ICARUS大型数据支持平台,该平台旨在提供一个多面平台,提供一个新的航空数据和情报市场,辅之以一个可信赖和安全的分析性工作空间。它从数据收集、数据整理和数据探索到数据整合和数据分析的完整大数据生命周期,以不同速度和可靠的方式,以不同程度、不同程度和不同程度的可靠方式,以数据源的数据整合和数据分析数据整合和数据分析。