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... it depends:

- if we are talking about typical interactive workload coding is not important. The system will distribute the workload transparently over the available cores. Database design might be important (e.g. full tablescans etc. => parallel database feature mighjt help).

- talking about single stream batchjobs (typical "night-jobs") one cpu is heacy on work, all others are sleeping - easy to find out by watching cpu usage. 18 years ago (2005) I was asked if a high-end AS/400 (I don't remember how it was named in those days) would manage one million complex transactions (reading some tables, calculating some metrics and writing some tables) within 8 hours and up to what limt this would scale well.
Making some benchmarks, I found out that you would need 2 jobs per cpu to load the system up to its limits. (going into details: I/O is handled independantly on AS/400 by I/O processors).
As a proof of concept we designed a process, splitting the one million transactions into a configurable number of jobstreams running in parallel. (going into details: we generated diffrent cursors and the worker-process used dynamic SQL)
As the single transactions might come into lock conflicts, we journaled all data and used commit for all programms and implemented an automatic process to recover the rolled back transactions. All RPG loving guys told us, that would not perform well. We've cut the overall transaction time to 2 hours; the answer to scalability was: if we could double the number of CPUs performance would be double two.

Parallel database feature could help a little bit, but not half as splitting one single stream to two and neglectable for the optimal degree of parallelisation on a system of today.

You might find some discussions on this in java400-l about batch performance of java compared to rpg (the rpg loving community disliked my posting on this - some up to now)

D*B

<Darryl>
I have had conflicting opinions.

Do we have to code specifically for multiple cores or does the OS handle
using multiple cores transparently?

The question is for a single LPAR.

TIA, Darryl Freinkel.
</Darryl>

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