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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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 |
_version_ |
1725441703930757120 |