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JPA Performance Benchmark (JPAB)

Comparison of OpenJPA with HSQLDB server vs DataNucleus with MySQL 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 Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	1.4	failed	6.3	failed	3.9
Element Collection Test	failed	1.5	failed	3.2	failed	2.3
Inheritance Test	failed	0.83	failed	6.2	failed	3.5
Indexing Test	failed	1.8	failed	6.9	failed	4.3
Graph (Binary Tree) Test	failed	2.3	failed	3.2	failed	2.8
Multithreading Test	failed	2.0	failed	0.0000	failed	1.0
All Tests	failed	1.6	failed	4.3	failed	3.0

OpenJPA 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 Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	0.72	failed	5.5	failed	3.1
Element Collection Test	failed	0.38	failed	1.1	failed	0.75
Inheritance Test	failed	0.66	failed	4.3	failed	2.5
Indexing Test	failed	0.60	failed	7.0	failed	3.8
Graph (Binary Tree) Test	failed	1.6	failed	3.8	failed	2.7
Multithreading Test	failed	0.72	failed	2.0	failed	1.4
All Tests	failed	0.78	failed	4.0	failed	2.4

OpenJPA 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 Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	0.085	failed	0.59	failed	0.34
Element Collection Test	failed	0.32	failed	0.51	failed	0.42
Inheritance Test	failed	0.18	failed	0.79	failed	0.49
Indexing Test	failed	0.094	failed	1.1	failed	0.59
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.17	failed	0.74	failed	0.46

OpenJPA with HSQLDB server has failed in 10 tests (see exceptions). DataNucleus with MySQL server has failed in 2 tests (see exceptions).

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	0.15	failed	0.54	failed	0.34
Element Collection Test	failed	0.25	failed	0.54	failed	0.40
Inheritance Test	failed	0.16	failed	0.81	failed	0.48
Indexing Test	failed	0.43	failed	0.84	failed	0.64
Graph (Binary Tree) Test	failed	0.35	failed	0.27	failed	0.31
Multithreading Test	failed	failed	failed	failed	failed	failed
All Tests	failed	0.27	failed	0.60	failed	0.44

OpenJPA with HSQLDB server has failed in 12 tests (see exceptions). DataNucleus with MySQL server has failed in 2 tests (see exceptions).

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

Transaction Size =>	Few Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	0.88	failed	0.81	failed	0.84
Element Collection Test	failed	1.1	failed	0.25	failed	0.68
Inheritance Test	failed	1.1	failed	0.59	failed	0.83
Indexing Test	failed	1.7	failed	0.57	failed	1.2
Graph (Binary Tree) Test	failed	3.3	failed	5.2	failed	4.3
Multithreading Test	failed	0.94	failed	0.0000	failed	0.47
All Tests	failed	1.5	failed	1.2	failed	1.4

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

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

Transaction/Retrieval Size	Few Entities		Many Entities		Average Score
	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server	OpenJPA HSQLDB server	DataNucleus MySQL server
Basic Person Test	failed	0.64	failed	2.8	failed	1.7
Element Collection Test	failed	0.71	failed	1.1	failed	0.92
Inheritance Test	failed	0.58	failed	2.5	failed	1.6
Indexing Test	failed	0.92	failed	3.3	failed	2.1
Graph (Binary Tree) Test	failed	1.9	failed	3.1	failed	2.5
Multithreading Test	failed	1.2	failed	0.68	failed	0.96
All Tests	failed	0.95	failed	2.3	failed	1.6

Other Head to Head DBMS/JPA Comparisons

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