Kundera Performance: With Indexing

Release: 2.0.4

Below mentioned performance numbers generated with indexing support over Kundera (which comes with extra cost).

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

Bulk Load:

Number Of Records(Single Thread)	Pelops Time (in ms)	Hector Time (in ms)	Kundera (in ms)
1	25	40	93
1000	677	957	1719
4000	2131	2429	3901
40000	13009	13075	22158
100000	28884	30097	44876
1000000	256986	262067	375137

Concurrent Load:

Number Of Threads (1 record)	Pelops Time (in ms)	Hector Time (in ms)	Kundera (in ms)
10	53	56	118
100	232	281	552
1000	1560	1823	2762
10000	9120	9776	14104
40000	28869	32331	39549
50000	36454	37172	50099
100000	68586	74304	95410

Concurrent Load + Bulk Load:

Number Of Threads (1000 rec/ thread)	Pelops Time (in ms)	Hector Time (in ms)	Kundera (in ms)
10	4343	4738	9546
100	26010	24619	35196
1000	227232	219247	308975

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/Perf_I81211_c.jar 1 pelops b -Xmx1024m -XX:MaxPermSize=128m

{client type} => 1) Pelops 2) kundera 3) Hector {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.