We present GeoRocket, a software for the management of very large geospatial datasets in the cloud. GeoRocket employs a novel way to handle arbitrarily large datasets by splitting them into chunks that are processed individually. The software has a modern reactive architecture and makes use of existing services including Elasticsearch and storage back ends such as MongoDB or Amazon S3. GeoRocket is schema-agnostic and supports a wide range of heterogeneous geospatial file formats. It is also format-preserving and does not alter imported data in any way. The main benefits of GeoRocket are its performance, scalability, and usability, which make it suitable for a number of scientific and commercial use cases dealing with very high data volumes, complex datasets, and high velocity (Big Data). GeoRocket also provides many opportunities for further research in the area of geospatial data management.
翻译:我们介绍GeoRocket(GeoRocket),这是管理云层中巨大地理空间数据集的软件。GeoRocket(GeoRocket)使用一种新颖的方法处理任意的大型数据集,将它们分成单独处理的块块。该软件具有现代的被动结构,并利用现有的服务,包括诸如MongoDB或Amazon S3. Elasticsearch和储存后端,如MongoDB或Amazon S3. GeoRocket(GeoRocket)是化学-不可知性,并且支持多种不同的地理空间文件格式。它也是格式的保存,并且不以任何方式改变进口的数据。GeoRocket的主要好处是其性、可缩放性和可用性,这使得它适合处理大量数据、复杂数据集和高速(Big Data)数据管理领域的许多进一步研究机会。Georocket(Gerocket)也为地理空间数据管理领域提供了许多机会。