BEANS -分布式大数据分析软件包
BEANS - a software package for distributed Big Data analysis
摘要:
BEANS软件是一种基于Web的,易于安装和维护的新工具,用于以分布式方式存储和分析大量数据。它提供了一个清晰的界面,用于查询、过滤、聚合和绘制来自任意数量数据集的数据。它的主要目的是简化存储,检查和发现所谓的大数据中的新关系的过程。BEANS软件的创建是对天文学界日益增长的需求的一种回应,需要一种多功能的工具来存储、分析和比较复杂的天体物理数值模拟与观测结果(例如用盖亚档案模拟银河系或星团)。然而,该软件是以通用形式构建的,它可以在任何其他研究领域或开源软件中使用。
英文摘要:
BEANS software is a web based, easy to install and maintain, new tool to store and analyse data in a distributed way for a massive amount of data. It provides a clear interface for querying, filtering, aggregating, and plotting data from an arbitrary number of datasets. Its main purpose is to simplify the process of storing, examining and finding new relations in the so-called Big Data. Creation of BEANS software is an answer to the growing needs of the astronomical community to have a versatile tool to store, analyse and compare the complex astrophysical numerical simulations with observations (e.g. simulations of the Galaxy or star clusters with the Gaia archive). However, this software was built in a general form and it is ready to use in any other research field or open source software.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。