飓风:面向智能城市应用的面向数据流的数据服务

Maicon Banni, Maria Luiza Falci, Isabel Rosseti, Daniel de Oliveira
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摘要

特别是在过去十年中,由于可以获得与城市相关的数据,如汽车交通、公共交通、犯罪数据等,智慧城市的概念变得越来越重要。使用这些数据的目的是改善为市民提供的服务。大多数此类应用都会处理时空数据。这些数据按照数据流进行处理,从收集、整合和汇总开始,到可视化结束。因此,针对智慧城市应用的专业数据服务非常受欢迎。然而,在这种情况下,许多现有的数据服务要么针对特定的应用/领域,要么没有考虑整个数据生命周期。在本文中,我们将为智慧城市应用介绍面向数据流的数据服务 Hurricane。飓风执行多个数据流来收集、预处理、整合和公开数据。我们利用公共安全领域的一个应用对飓风进行了评估,结果证明了这种数据服务的重要性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Hurricane: a Dataflow-oriented Data Service for Smart Cities Applications
The concept of Smart Cities has gained relevance, especially in the last decade, due to the availability of data associated with cities, e.g., car traffic, public transportation, crime data, etc. The purpose of using these data is to improve the services offered to the citizens. Most of these applications manipulate spatiotemporal data. These data are processed in a dataflow that starts with the collection, integration, and aggregation and ends with visualization. This way, specialized data services for smart city applications are most welcome. However, many of the existing data services in this context, are either specific to a particular application/domain or do not consider the entire data life cycle. In this article, we present Hurricane, a dataflow-oriented data service for smart city applications. Hurricane executes multiple dataflows to gather, pre-process, integrate, and public data. Hurricane was evaluated with an application in the area of public security and results reinforced the importance of this type of data service.
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