TIER: Table index evaluator and recommender — A proposed model to improve transaction performance in distributed heterogeneous database

Shefali Naik
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引用次数: 3

Abstract

Use of appropriate indexing improves the performance of transactions in heterogeneous distributed database whereas inappropriate or no indexing deteriorates the same. Properly designed index leads to faster data access which ultimately improves the execution of transactions. Various relational database management systems and third party tools exist which provide suggestion for index management, but up to certain limits. These tools provide index suggestion with limited and simple queries. They do not analyze or suggest index for aggregate queries, sub queries and other complicated queries. The applications which access data from heterogeneous databases using such type queries need an index evaluator and recommender. To develop a good index evaluator and recommender a model is proposed in this paper on the basis of survey and literature review of existing methods. The survey has been conducted from the experienced people of IT industry to find out the feasibility of proposed model. The tool which is going to be developed from this model will be useful to improve the performance of heterogeneous distributed database transactions and will contribute in resolving index Selection Problem.
TIER:表索引评估器和推荐器——一种在分布式异构数据库中提高事务性能的提议模型
使用适当的索引可以提高异构分布式数据库中事务的性能,而不适当的索引或没有索引则会降低事务的性能。正确设计索引可以更快地访问数据,从而最终改善事务的执行。各种关系数据库管理系统和第三方工具为索引管理提供了建议,但都有一定的局限性。这些工具为有限和简单的查询提供索引建议。它们不分析或建议聚合查询、子查询和其他复杂查询的索引。使用此类类型查询从异构数据库访问数据的应用程序需要索引评估器和推荐器。本文在对现有方法进行调查和文献综述的基础上,提出了一种新的指标评价和推荐模型。该调查是由IT行业的经验丰富的人进行的,以找出所提出的模型的可行性。基于该模型开发的工具将有助于提高异构分布式数据库事务的性能,并有助于解决索引选择问题。
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