DemoGRAPE: Managing Scientific Applications in a Cloud-Federated Environment

A. Scionti, P. Ruiu, O. Terzo, L. Spogli, L. Alfonsi, V. Romano
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引用次数: 2

Abstract

There is a strong relationship between scientific research and technology advancement. The former generally focuses on studying phenomena happening in the real world, the latter improves tools that are at the basis of this research. From this perspective, information and communication technologies allow the implementation of ever faster tools for analyzing data generated by experiments. The aim of DemoGRAPE project is to study the interaction of the upper earth atmosphere and the GNSS (Global Navigation Satellite Systems) signals received at ground, in critical environments such as the polar regions. This paper describes the ICT infrastructure used to manage the software applications used to analyzed data collected during project experimental campaigns, taking into account the following constraints: (i) the intellectual property of the applications must be protected, (ii) the underlying infrastructure resembles a cloud-federation, (iii) data are over-sized, (iv) provide a unified vision of the available resources to the user (i.e., what are the available applications, and where experimental data reside). Leveraging on a lightweight virtualization system, we proposed a management system that copes with all these four constraints. A case study is used to show the process of deploying an application through the proposed system on a specific node where data of interest reside.
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DemoGRAPE:在云联合环境中管理科学应用程序
科学研究和技术进步之间有着密切的关系。前者通常侧重于研究现实世界中发生的现象,后者改进了作为该研究基础的工具。从这个角度来看,信息和通信技术允许使用更快的工具来分析实验产生的数据。DemoGRAPE项目的目的是研究在极地等关键环境下,上层大气与地面接收到的全球导航卫星系统(GNSS)信号之间的相互作用。本文描述了用于管理用于分析项目实验活动期间收集的数据的软件应用程序的ICT基础设施,并考虑到以下限制:(i)必须保护应用程序的知识产权,(ii)底层基础设施类似于云联盟,(iii)数据过大,(iv)向用户提供可用资源的统一视图(即,哪些是可用的应用程序,以及实验数据驻留在何处)。利用轻量级虚拟化系统,我们提出了一个能够处理所有这四个约束的管理系统。案例研究用于展示通过提议的系统将应用程序部署到感兴趣的数据所在的特定节点上的过程。
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