performance tunning in talend.....
1.Tparalleize :- 
When a Job consists of several sub jobs (tRunjob component), we might
 want to execute some of them in parallel and then synchronize the 
execution of the other Subjobs at the end of parallel execution.
 
 To achieve that we simply use the 
tParallelize component to orchestrate all the Subjobs to be executed.
 
 
2.Configuring the JVM parameter of an individual job
In Talend Open Studio it is possible to specify the number of MB used
 in each streaming chunk. The default is a minimum of 256MB and a 
maximum of 1024 MB, but we increase the amount if we have more memory to
 devote.
 
Follow the below steps to increase the JVM
 
1.      In the 
Run view, the
 Advanced settings tab, select the 
Use specific JVM arguments checkbox.
 
2.      Select the 
Use specific JVM arguments to enable the configuration.
 
3.      Now double click on the individual arguments and specify the JVM arguments accordingly
 
-Xms represents the minimum and -Xmx represents the maximum JVM arguments
 
3. Multi-thread 
execution:-
When the 
Project settings check box is selected, the Multi-thread 
execution checkbox could be grayed out and become unavailable. In this situation, clear the 
Use project setting check box to activate the Multi-thread 
execution checkbox.
 4.Removing data column not used of the ETL process
 
By the removing the columns of the database, other input sources 
would reduce the time of loading the data from database component. When 
multiple database components is used as lookup component in 
tMap, this plays a vital effect in the loading the data at a faster rate.
5.DB Components:-
toracle out Batch Size & commit size increaseing Job Performace
Toracle Input  Cursor Size increase the job perforamce..
use bulk Load Options Increase the Performace...
6.Store on Disk Usage:-
Some of the Components Provides store on disk option
select That Components  increase the job performace...
Like
 Tsortrow,
 
 
tuiquerow,

tmap:-
 
Tmap:-
 
 
Look Up Model:Load Once Give The good Performace using Talend Job