Publicación:
AN EFFICIENT ALGORITHM TO COUNT THE RELATIONS IN A RANGE OF BINARY RELATIONS REPRESENTED BY A K(2)-TREE

dc.creatorMARTITA PAULINA MUÑOZ CANDIA
dc.creatorRODRIGO ARIEL TORRES AVILÉS
dc.creatorGILBERTO ANTONIO GUTIÉRREZ RETAMAL
dc.date2021
dc.date.accessioned2025-01-10T15:18:37Z
dc.date.available2025-01-10T15:18:37Z
dc.date.issued2021
dc.description.abstractTWO SETS A AND B , WHOSE ELEMENTS FULFILL A TOTAL ORDER ON OPERATOR ? , CAN HAVE A BINARY RELATION R?A×B REPRESENTED BY THE K 2 -TREE COMPACT DATA STRUCTURE, WHICH GREATLY IMPROVES STORAGE SPACE. CURRENTLY, COUNT QUERY IS MANAGED BY EITHER USING RANGE QUERY OR TO MODIFY THE STRUCTURE TO HAVE AGGREGATE INFORMATION, IMPLYING ADDITIONAL TIME OR SPACE IN ORDER TO PERFORM THE QUERY. THIS ARTICLE PRESENTS COMPACT COUNT , WHICH EXPLOITS THE K 2 -TREE PROPERTIES TO REDUCE THE PATHS TO BE SCANNED TO COUNT THE NUMBERS IN A RANGE R , THUS ENSURING AN EXPECTED RUNTIME OF O(LOGKRLOGKN) AND STORAGE OF O(LOGKR) WITH THE K 2 -TREE PARAMETERS N AND K . OUR ALGORITHM WAS COMPARED THROUGH A SERIES OF EXPERIMENTS THAT CONSIDER BOTH SYNTHETIC DATA WITH DIFFERENT DISTRIBUTIONS AND REAL DATA, WITH A SOLUTION BASED ON THE RANGE ALGORITHM. EXPERIMENTAL RESULTS SHOW THAT COMPACT COUNT IS 250 TO 1,000 TIMES FASTER THAN RANGE ON SYNTHETIC AND REAL DATA, RESPECTIVELY, WITH A SMALL ADDITIONAL STORAGE COST, AS EXPECTED BY THE THEORETICAL ANALYSIS.
dc.formatapplication/pdf
dc.identifier.doi10.1109/ACCESS.2021.3050081
dc.identifier.issn2169-3536
dc.identifier.issn2169-3536
dc.identifier.urihttps://repositorio.ubiobio.cl/handle/123456789/11405
dc.languagespa
dc.publisherIEEE ACCESS
dc.relation.uri10.1109/ACCESS.2021.3050081
dc.rightsPUBLICADA
dc.titleAN EFFICIENT ALGORITHM TO COUNT THE RELATIONS IN A RANGE OF BINARY RELATIONS REPRESENTED BY A K(2)-TREE
dc.title.alternativeUN ALGORITMO EFICIENTE PARA CONTAR LAS RELACIONES EN UN RANGO DE RELACIONES BINARIAS REPRESENTADAS POR UN ÁRBOL K(2)
dc.typeARTÍCULO
dspace.entity.typePublication
ubb.EstadoPUBLICADA
ubb.Otra ReparticionRECTORIA
ubb.Otra ReparticionDEPARTAMENTO DE SISTEMAS DE INFORMACION
ubb.Otra ReparticionDEPARTAMENTO DE CIENCIAS DE LA COMPUTACION Y TECNOLOGIA DE LA INFORMACION.
ubb.SedeCONCEPCIÓN
ubb.SedeCONCEPCIÓN
ubb.SedeCHILLÁN
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