EIDI的设计:一个基于缓存的接口,以动态的方式集成人工智能和数据库系统

S. Sadid-Al-Hasan
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引用次数: 1

摘要

EIDI(增强型智能数据库接口)集成了人工智能和数据库系统,人工智能系统可以访问一个或多个远程数据库管理系统(dbms)上的一个或多个数据库。该接口可以支持具有静态和动态功能的各种不同的dbms。SQL用于与远程dbms通信,EIDI的实现提供了高度的可移植性。EIDI的查询语言是与函数无关的Horn子句的受限子集,它们被翻译成SQL。来自EIDI的结果每次返回一个元组,并且EIDI管理结果关系的动态缓存以提高效率。本文的目的是首先简要概述AI/DB集成领域,这是EIDI背后的主要动机,然后讨论EIDI的主要特征,随后讨论EIDI的架构和突出组件。
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Design of EIDI: A cache-based interface to integrate ai and database systems with dynamism
The EIDI (Enhanced Intelligent Database Interface) integrates artificial intelligence and database systems where the AI system can access one or more databases on one or more remote database management systems (DBMSs). The interface can support a wide variety of different DBMSs with static as well as dynamic capabilities. SQL is used to communicate with remote DBMSs and the implementation of the EIDI provides a high degree of portability. The query language of the EIDI is a restricted subset of function free Horn clauses, which are translated to SQL. Results from the EIDI are returned one tuple at a time and the EIDI manages a dynamic cache of result relations to improve efficiency. The objective of this paper is to present firstly a brief overview of the area of AI/DB integration-which worked as the main motivation behind the EIDI, then a discussion on the major features of EIDI and subsequently the architecture and salient components of the EIDI.
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