The aviation industry as well as the industries that benefit and are linked to it are ripe for innovation in the form of Big Data analytics. The number of available big data technologies is constantly growing, while at the same time the existing ones are rapidly evolving and empowered with new features. However, the Big Data era imposes the crucial challenge of how to effectively handle information security while managing massive and rapidly evolving data from heterogeneous data sources. While multiple technologies have emerged, there is a need to find a balance between multiple security requirements, privacy obligations, system performance and rapid dynamic analysis on large datasets. The current paper aims to introduce the ICARUS Secure Experimentation Sandbox of the ICARUS platform. The ICARUS platform aims to provide a big data-enabled platform that aspires to become an 'one-stop shop' for aviation data and intelligence marketplace that provides a trusted and secure 'sandboxed' analytics workspace, allowing the exploration, integration and deep analysis of original and derivative data in a trusted and fair manner. Towards this end, a Secure Experimentation Sandbox has been designed and integrated in the ICARUS platform offering, that enables the provisioning of a sophisticated environment that can completely guarantee the safety and confidentiality of data, allowing to any interested party to utilise the platform to conduct analytical experiments in closed-lab conditions.
翻译:现有大数据技术的数量在不断增加,同时现有大数据技术正在迅速发展,并具有新的特点。然而,大数据时代提出了如何在管理来自不同数据来源的大规模和迅速变化的数据的同时有效处理信息安全的重大挑战。虽然出现了多种技术,但需要找到多种安全要求、隐私义务、系统性能和大型数据集快速动态分析之间的平衡。当前文件旨在引入ICARUS平台的ICARUS安全实验沙盒。ICARUS平台旨在提供一个大数据驱动平台,希望成为航空数据和情报市场“一站式”的“一站式”平台,该平台提供可靠和安全的“箱装”分析工作空间,使原始和衍生数据能够以信任和公平的方式进行探索、整合和深入分析。为此,安全实验沙盒已经设计并被纳入ICARUS平台,目的是提供一个基于数据支持的大型平台,希望成为航空数据和情报市场“一站式”的“一站式”平台,提供可靠和安全的“箱装箱”分析空间,从而能够完全保证对原始和衍生数据进行安全性分析的平台进行可靠的分析。