Kundera Mongo performance

Recently we did performance test(over mongoDB) over current kundera release(Kundera-2.0.5). So here are details (given below) :

Release: 2.0.5

• Enviornment: Amazon AWS ubuntu large instance (ami-09965860).

Bulk Load:

Number Of Records(Single Thread)	Native API Time (in ms)	SpringData Time (in ms)	Morphia (in ms)	Kundera (in ms)
1	27	9	31	36
1000	271	527	628	439
4000	783	1511	2061	1341
40000	2579	3882	9623	4626
100000	4051	6452	18089	6455
1000000	33864	38169	161793	37438

Concurrent Load:

Number Of Threads (1 record)	Native API Time (in ms)	SpringData Time (in ms)	Morphia (in ms)	Kundera (in ms)
10	37	20	50	45
100	109	118	138	118
1000	501	829	1082	676
10000	4099	4859	6583	5065
40000	11572	13268	16373	13559
50000	13604	15844	19822	16238
100000	24755	28932	35576	29129

Concurrent Load + Bulk Load:

Number Of Threads (1000 rec/ thread)	Native API Time (in ms)	SpringData Time (in ms)	Morphia (in ms)	Kundera (in ms)
10	1117	2195	3677	2093
100	3706	6002	19177	6970
1000	28401	31415	156349	41367

Source Code: Source code for producing these results is available here.

Steps to run:

1. Download jar.
2. java -jar {Number of records} {client type} {process mode} { number of threads} -Xmx1024m -XX:MaxPermSize=128m (e.g. java -jar /home/impadmin/workspace/kundera-2.0.5-perf.jar 1 pelops b -Xmx1024m -XX:MaxPermSize=128m

{client type} => 1) kunderaMongo 2) springData 3) NativeMongoAPI 4) morphia {process mode} => 1)c(Cnoncurrent) 2) b(Bulk) 3)cb(Concurrent+Bulk)

Disclaimer:

Above mentioned results are on the specified environment and use case and might have different outcome in other cases