GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY

The University of Informatics Science uses the system of software project management (XedroGESPRO) for monitoring and control the activities related to the production of software. The reports are based on a series of indicators to measure the progress of projects managed, among which those relate...

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Main Authors: Cleger, Eliober, Peña, Rigoberto, Hernández, Maiko, Rodríguez, Rafael
Format: Article
Language:English
Published: Universidad Nacional de Mar del Plata 2017-06-01
Series:Iberoamerican Journal of Project Management
Subjects:
Online Access:http://www.ijopm.org/index.php/IJOPM/article/view/281/399
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spelling doaj-fadeb7d1438843a0abf55b7053bfb5ed2020-11-25T00:01:31ZengUniversidad Nacional de Mar del PlataIberoamerican Journal of Project Management2346-91612346-91612017-06-0181117GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITYCleger, Eliober0Peña, Rigoberto1Hernández, Maiko2Rodríguez, Rafael3Universidad de las Ciencias InformáticasUniversidad de las Ciencias InformáticasUniversidad de las Ciencias InformáticasUniversidad de las Ciencias InformáticasThe University of Informatics Science uses the system of software project management (XedroGESPRO) for monitoring and control the activities related to the production of software. The reports are based on a series of indicators to measure the progress of projects managed, among which those related to performance human resources. This system uses the relational model as the basis for storing information and indicators calculated by the technique of artificial intelligence "fuzzy logic" and stored procedures in the database manager PostgreSQL. All this meant a breakthrough and has produced satisfactory results in the last three years of operation, however significant delays are beginning to appear in the retrieval of information in those tables whose growth increases exponentially compared to the rest. This led to the creation of an oriented-graph model using the tool Neo4J, which reduces response times of queries needed to respond to each indicator. This paper presents the results of applying the model in a scenario closer to reality, which shows the decrease in temporal complexity. http://www.ijopm.org/index.php/IJOPM/article/view/281/399GraphsmodelNeo4jtemporal complexityIRRH indicator
collection DOAJ
language English
format Article
sources DOAJ
author Cleger, Eliober
Peña, Rigoberto
Hernández, Maiko
Rodríguez, Rafael
spellingShingle Cleger, Eliober
Peña, Rigoberto
Hernández, Maiko
Rodríguez, Rafael
GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
Iberoamerican Journal of Project Management
Graphs
model
Neo4j
temporal complexity
IRRH indicator
author_facet Cleger, Eliober
Peña, Rigoberto
Hernández, Maiko
Rodríguez, Rafael
author_sort Cleger, Eliober
title GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
title_short GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
title_full GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
title_fullStr GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
title_full_unstemmed GRAPH-ORIENTED MODEL FOR NEO4J. A FREE ALTERNATIVE TO DECREASE TEMPORAL COMPLEXITY
title_sort graph-oriented model for neo4j. a free alternative to decrease temporal complexity
publisher Universidad Nacional de Mar del Plata
series Iberoamerican Journal of Project Management
issn 2346-9161
2346-9161
publishDate 2017-06-01
description The University of Informatics Science uses the system of software project management (XedroGESPRO) for monitoring and control the activities related to the production of software. The reports are based on a series of indicators to measure the progress of projects managed, among which those related to performance human resources. This system uses the relational model as the basis for storing information and indicators calculated by the technique of artificial intelligence "fuzzy logic" and stored procedures in the database manager PostgreSQL. All this meant a breakthrough and has produced satisfactory results in the last three years of operation, however significant delays are beginning to appear in the retrieval of information in those tables whose growth increases exponentially compared to the rest. This led to the creation of an oriented-graph model using the tool Neo4J, which reduces response times of queries needed to respond to each indicator. This paper presents the results of applying the model in a scenario closer to reality, which shows the decrease in temporal complexity.
topic Graphs
model
Neo4j
temporal complexity
IRRH indicator
url http://www.ijopm.org/index.php/IJOPM/article/view/281/399
work_keys_str_mv AT clegereliober graphorientedmodelforneo4jafreealternativetodecreasetemporalcomplexity
AT penarigoberto graphorientedmodelforneo4jafreealternativetodecreasetemporalcomplexity
AT hernandezmaiko graphorientedmodelforneo4jafreealternativetodecreasetemporalcomplexity
AT rodriguezrafael graphorientedmodelforneo4jafreealternativetodecreasetemporalcomplexity
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