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DATABASE-MANAGEMENT SYSTEM WITH ARTIFICIALLY INTELLIGENT VIRTUAL DATABASE ADMINISTRATION

机译:具有人工智能虚拟数据库管理的数据库管理系统

摘要

A method and associated systems for a database-management system with artificially intelligent database administration. The DBMS includes one or more databases, each of which is monitored by sensors that detect conditions indicative of database performance. An operational engine receives input from the sensors, translates it into a form understandable by an artificially intelligent decision engine, and forwards the translated input to the decision engine. The decision engine uses preloaded knowledge elements stored in a knowledgebase to infer whether the sensor input identifies an issue that must be resolved by a database-administration activity. If so, the decision engine attempts to select a best solution, optionally seeks confirmation of its selection from an outside source, and directs the operational engine to implement the selected solution. The relative success of the solution is fed back to the knowledgebase, allowing the system, by means of machine learning, to continuously improve accuracy and effectiveness.
机译:用于具有人工智能数据库管理的数据库管理系统的方法和相关系统。 DBMS包含一个或多个数据库,每个数据库由检测指示数据库性能状况的传感器监视。运算引擎从传感器接收输入,将其转换为人工智能决策引擎可以理解的形式,然后将转换后的输入转发给决策引擎。决策引擎使用存储在知识库中的预加载知识元素来推断传感器输入是否标识出必须由数据库管理活动解决的问题。如果是这样,则决策引擎尝试选择最佳解决方案,有选择地从外部来源寻求对其选择的确认,并指导运营引擎实施所选解决方案。解决方案的相对成功将反馈给知识库,从而使系统可以通过机器学习来不断提高准确性和有效性。

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