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As far as i know, Open-MPI is not a shared memory system.
Using Open-MPI to attack your problem on N processors, i would poceed
- processor 0 reads the table and then splits it into N parts
- processor 0 sends Table_i to processor i (for all i > 0) using MPI functions
- if processor k needs info from Table_j, processor k sends a request
to processor j
- processor j sends requested information to processor k
Of course you'd need some scheme to find out on which Table_i a particular
entry can be found.
This solution will work as well if your processors sit on several hosts.
On Tue, Apr 28, 2009 at 3:28 PM, Barnabas Debreczeni <keo_at_[hidden]> wrote:
> I am new to this list and to parallel programming in general. I am
> writing a trading simulator for the forex market and I am using
> genetic algorithms to breed trading parameters.
> I am using PGAPack as a GA library, and it uses MPI to parallelize
> optimization runs. This is how I got to Open MPI.
> I am stuck at some point mainly because my lack of parallel
> programming knowledge. What I'd like to achieve is: (I am doing it the
> serial way right now)
> - Load price data from files, and compute a few tables (right now this
> takes up ~4 GB of memory)
> - Repeat...
> -- Create new offsprings in the master process for the GA
> -- Evaluate them in parallel (on 4 local CPUs but maybe more on LAN if
> i need it)
> - Until I get a satisfactory result.
> My problem is, I'd like to share that 2 GB table (computed once at the
> beginning, and is read-only after) between processes so I don't have
> to use up 16 gigs of memory.
> How do you share data between processes locally?
> Later I will need to use other hosts too in the calculation. Will the
> slaves on other hosts need to calculate their own tables on go on from
> there and share them locally, or can I share these tables on the
> master host with them?
> How do you usually solve these kinds of problems?
> Can you point me to some docs or keywords what should I learn about?
> Thank you very much.
> users mailing list