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Comparison of OpenJPA with MySQL server vs DataNucleus with HSQLDB server

Each of the following tables focuses on a specific database operation, where the last table presents average results comparison.

Speed comparison of JPA database persistence operations (normalized score, higher is better)

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test1.5failed4.6failed3.0failed
Element Collection Test1.7failed4.1failed2.9failed
Inheritance Test0.89failed5.2failed3.0failed
Indexing Test1.8failed6.3failed4.1failed
Graph (Binary Tree) Test1.8failed1.6failed1.7failed
Multithreading Test2.1failed0.0000failed1.0failed
All Tests1.6failed3.6failed2.6failed

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

Speed comparison of JPA database retrieval operations (normalized score, higher is better)

Retrieval Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test2.0failed14.8failed8.4failed
Element Collection Test0.34failed7.0failed3.7failed
Inheritance Test1.3failed9.9failed5.6failed
Indexing Test1.5failed18.8failed10.1failed
Graph (Binary Tree) Test0.14failed0.17failed0.15failed
Multithreading Test3.2failed5.0failed4.1failed
All Tests1.4failed9.3failed5.3failed

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

Speed comparison of JPA database query operations (normalized score, higher is better)

Retrieval Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test0.19failed1.2failed0.69failed
Element Collection Test0.28failed1.2failed0.74failed
Inheritance Test0.24failed1.3failed0.79failed
Indexing Test1.1failed4.9failed3.0failed
Multithreading Test1.1failed2.5failed1.8failed
All Tests0.59failed2.2failed1.4failed

DataNucleus with HSQLDB server has failed in 10 tests (see exceptions).

Speed comparison of JPA database update operations (normalized score, higher is better)

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test0.18failed0.69failed0.43failed
Element Collection Test0.39failed0.99failed0.69failed
Inheritance Test0.20failed0.91failed0.55failed
Indexing Test0.59failed1.1failed0.86failed
Graph (Binary Tree) Test0.29failed0.15failed0.22failed
Multithreading Test0.25failed1.6failed0.95failed
All Tests0.31failed0.92failed0.62failed

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

Speed comparison of JPA database removal operations (normalized score, higher is better)

Transaction Size =>Few EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test1.2failed5.2failed3.2failed
Element Collection Test1.3failed0.98failed1.1failed
Inheritance Test1.5failed3.7failed2.6failed
Indexing Test2.0failed2.8failed2.4failed
Graph (Binary Tree) Test2.9failed5.0failed3.9failed
Multithreading Test1.1failed0.0000failed0.57failed
All Tests1.7failed3.0failed2.3failed

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions).

Comparison of JPA/Database speed - the averages (normalized score, higher is better)

Transaction/Retrieval SizeFew EntitiesMany EntitiesAverage Score
 OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
OpenJPA
MySQL server
DataNucleus
HSQLDB server
Basic Person Test1.0failed5.3failed3.2failed
Element Collection Test0.79failed2.9failed1.8failed
Inheritance Test0.82failed4.2failed2.5failed
Indexing Test1.4failed6.8failed4.1failed
Graph (Binary Tree) Test1.3failed1.7failed1.5failed
Multithreading Test1.5failed1.8failed1.7failed
All Tests1.1failed3.9failed2.5failed

Other Head to Head DBMS/JPA Comparisons