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JPA Performance Benchmark (JPAB)

Comparison of DataNucleus with HSQLDB server vs DataNucleus with DB4O embedded

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 Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	0.39	failed	3.4	failed	1.9
Element Collection Test	failed	0.52	failed	2.7	failed	1.6
Inheritance Test	failed	0.25	failed	3.9	failed	2.1
Indexing Test	failed	0.56	failed	3.6	failed	2.1
Graph (Binary Tree) Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.43	failed	3.4	failed	1.9

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions). DataNucleus with DB4O embedded has failed in 4 tests (see exceptions).

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

Retrieval Size =>	Few Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	0.28	failed	4.1	failed	2.2
Element Collection Test	failed	0.39	failed	3.4	failed	1.9
Inheritance Test	failed	0.44	failed	3.6	failed	2.0
Indexing Test	failed	0.30	failed	5.0	failed	2.7
Graph (Binary Tree) Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.35	failed	4.0	failed	2.2

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions). DataNucleus with DB4O embedded has failed in 4 tests (see exceptions).

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

Retrieval Size =>	Few Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	failed	failed	failed	failed	failed
Element Collection Test	failed	failed	failed	failed	failed	failed
Inheritance Test	failed	failed	failed	failed	failed	failed
Indexing Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	failed	failed	failed	failed	failed

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	0.046	failed	0.36	failed	0.21
Element Collection Test	failed	0.094	failed	0.37	failed	0.23
Inheritance Test	failed	0.040	failed	0.56	failed	0.30
Indexing Test	failed	0.13	failed	0.56	failed	0.35
Graph (Binary Tree) Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.077	failed	0.46	failed	0.27

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions). DataNucleus with DB4O embedded has failed in 4 tests (see exceptions).

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	0.25	failed	2.8	failed	1.5
Element Collection Test	failed	0.34	failed	0.73	failed	0.54
Inheritance Test	failed	0.25	failed	1.8	failed	1.0
Indexing Test	failed	0.44	failed	1.7	failed	1.0
Graph (Binary Tree) Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.32	failed	1.7	failed	1.0

DataNucleus with HSQLDB server has failed in 12 tests (see exceptions). DataNucleus with DB4O embedded has failed in 4 tests (see exceptions).

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

Transaction/Retrieval Size	Few Entities		Many Entities		Average Score
	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded	DataNucleus HSQLDB server	DataNucleus DB4O embedded
Basic Person Test	failed	0.24	failed	2.7	failed	1.4
Element Collection Test	failed	0.34	failed	1.8	failed	1.1
Inheritance Test	failed	0.24	failed	2.5	failed	1.4
Indexing Test	failed	0.36	failed	2.7	failed	1.5
Graph (Binary Tree) Test	failed	failed	failed	failed	failed	failed
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.29	failed	2.4	failed	1.4

Other Head to Head DBMS/JPA Comparisons

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