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Evaluating a NoSQL Alternative for Chilean Virtual Observatory Services

机译:评估智利虚拟天文台服务的NoSQL替代方案

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Currently, the standards and protocols for data access in the Virtual Observatory architecture (DAL) are generally implemented with relational databases based on SQL. In particular, the Astronomical Data Query Language (ADQL), language used by IVOA to represent queries to VO services, was created to satisfy the different data access protocols, such as Simple Cone Search. ADQL is based in SQL92, and has extra functionality implemented using PgSphere. An emergent alternative to SQL are the so called NoSQL databases, which can be classified in several categories such as Column, Document, Key-Value, Graph, Object, etc.; each one recommended for different scenarios. Within their notable characteristics we can find: schema-free, easy replication support, simple API, Big Data, etc. The Chilean Virtual Observatory (ChiVO) is developing a functional prototype based on the IVOA architecture, with the following relevant factors: Performance, Scalability, Flexibility, Complexity, and Functionality. Currently, it's very difficult to compare these factors, due to a lack of alternatives. The objective of this paper is to compare NoSQL alternatives with SQL through the implementation of a Web API REST that satisfies ChiVO's needs: a SESAME-style name resolver for the data from ALMA. Therefore, we propose a test scenario by configuring a NoSQL database with data from different sources and evaluating the feasibility of creating a Simple Cone Search service and its performance. This comparison will allow to pave the way for the application of Big Data databases in the Virtual Observatory.
机译:目前,虚拟观察站架构(DAL)中的数据访问标准和协议通常使用基于SQL的关系数据库实现。特别地,创建了天文数据查询语言(ADQL),IVOA使用的语言代表VO服务的查询,以满足不同的数据访问协议,例如简单的锥形搜索。 ADQL基于SQL92,并具有使用PGSphere实现的额外功能。 SQL的紧急替代方案是所谓的NoSQL数据库,可以在几个类别中分类,例如列,文档,键值,图形,对象等;每个人都推荐用于不同的场景。在其显着的特点,我们可以发现:无架构,易于复制的支持,简单的API,大数据等智利虚拟天文台(ChiVO)正在开发一种功能原型基础上,IVOA架构,具有以下相关因素:性能,可扩展性,灵活性,复杂性和功能。目前,由于缺乏替代方案,非常困难地比较这些因素。本文的目的是通过Web API REST的实施比较SQL NoSQL的替代品满足ChiVO的需求:芝麻式的名称解析从阿尔玛的数据。因此,我们通过从不同来源的数据配置NoSQL数据库并评估创建简单锥搜索服务的可行性及其性能来提出测试场景及其性能。此比较将允许为虚拟天文台中的大数据数据库应用铺平道路。

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