<abstract xmlns="http://www.w3.org/1999/xhtml"><p>In this paper, we propose a method to estimate the probability distribution of the time interval which ellapses between the modifications of the cardinality in a random database query’s result set. This type of database is important either in modeling uncertainty or storing data whose values follow a probability distribution. The result that we introduce is important from the point of view of the database optimization, providing a useful method for an integrated module. In previous research on random databases the sizes of some relational operations results were investigated. This kind of information is rather useful in an analytical database which provides decision-making support. The result we particularly aim to present in this paper concerns the transactional random databases, addressing its specific functionality. It will be proven that the interval of time between the cardinalities changes is exponentially distributed. The proof is based on the technique of the Markovian Jelinski-Moranda model, which is used in the reliability of software programs.</p></abstract>

In this paper, we propose a method to estimate the probability distribution of the time interval which ellapses between the modifications of the cardinality in a random database query’s result set. This type of database is important either in modeling uncertainty or storing data whose values follow a probability distribution. The result that we introduce is important from the point of view of the database optimization, providing a useful method for an integrated module. In previous research on random databases the sizes of some relational operations results were investigated. This kind of information is rather useful in an analytical database which provides decision-making support. The result we particularly aim to present in this paper concerns the transactional random databases, addressing its specific functionality. It will be proven that the interval of time between the cardinalities changes is exponentially distributed. The proof is based on the technique of the Markovian Jelinski-Moranda model, which is used in the reliability of software programs.

Distribution of Time Interval between the Modifications of Result Sets Cardinalities in Random Databases

Department of Informatics, Faculty of Mathematics and Informatics, University of Bucharest, 14 Academiei, 010014 Bucharest, Romania

Analele ştiinţifice ale Universităţii "Ovidius" Constanţa. Seria Matematică

In this paper, we propose a method to estimate the probability distribution of the time interval which ellapses between the modifications of the cardinality in...

Distribution of Time Interval between the Modifications of Result Sets Cardinalities in Random Databases

Publicado en línea: 05 mar 2014

Páginas: 295 - 306

DOI: https://doi.org/10.2478/auom-2013-0060

Palabras clave
Random database, Approximate query, Transactional processing, Jelinski-Moranda model

This content is open access.

Distribution of Time Interval between the Modifications of Result Sets Cardinalities in Random Databases

Publicado en línea: 05 mar 2014

Páginas: 295 - 306

DOI: https://doi.org/10.2478/auom-2013-0060

Palabras claveRandom database, Approximate query, Transactional processing, Jelinski-Moranda model

This content is open access.

Palabras clave
Random database, Approximate query, Transactional processing, Jelinski-Moranda model