[Beowulf] NASTRAN on cluster

Lombard, David N david.n.lombard at intel.com
Tue Apr 12 06:57:37 PDT 2005

From: Mark Hahn on Monday, April 11, 2005 9:40 PM
>> > We just installed a small cluster and are running NASTRAN 2005 on
>> it...
>(on a cluster of intel duals, and it doesn't seem to scale well
>when both cpus on a node are busy.)
>> Nastran doesn't really want to run more than one job (MPI rank) per
>> node.
>I bet that isn't true on dual-opterons.

Pretty much true.  Think disk I/O.

>> The distro can/will have a significant impact on allocatable memory.
>> Nastran uses brk(2) to allocate memory, so the TASK_UNMAPPED_BASE is
>> significant.
>on ia32, TASK_UNMAPPED_BASE, by default, is at 1GB rather than ~1.3.
>easy to change, though, at least to give 2-2.5 GB on ia32.

It may *not* be easy to change, depending on the distro and glibc.  But,
if you do whatever work is needed, you can push the memory allocation up
to about 2.1-2.3 GiB.

>> I can't comment on SATA, but PATA disks are a really bad choice, as
>> require too much effort from the CPU to drive them--SCSI is MUCH
>> preferred in that case.
>this is one of the longest-lived fallacies I've ever personally
>it was true 10+ years ago when PIO was the norm for ATA disks.
>has been the norm for PATA for a long while.

Benchmarks prove my point...  PATA disks are *horrible* for Nastran.
And, as I stated above, I don't have info on SATA.

>> As for CPU v. I/O.  The factors are (in no order):
>> fp performance
>> memory b/w
>> disk b/w
>> memory size
>> Which of the above dominates the analysis depends on the analysis.
>for the reported symptoms (poor scaling when using the second
>the first doesn't fit.  memory bw certainly does, and is Intel's main
>weak spot right now.  then again, disk bw and memory size could also
>the symptoms (since they're also resources shared on a dual), but would
>diagnosable by other means (namely, both would result in low %CPU
>the latter (thrashing) would be pretty obvious from swap

Correct on possible causes, also noted above, but I don't recall any
information on other symptoms to identify a specific causality.

>like I said, I bet the problem is memory bandwidth.  mainly because I
>see programs waiting on disk that much anymore

Nastran can be one of those.  Think terabytes of I/O to tens of gigabyte

>                                            it does happen, but large
>writes these days will stream at 50+ MB/s, and reads are often cached.

50 MB/s?  That's *very* slow.

For example, if typically running large modal frequency analyses, you
should be providing >300 MB/s uncached on ia32 and >600 MB/s uncached on

>I should mention that if HT is enabled on these duals, the problem
could be
>poor HT support in your kernels.  (HT creates two virtual processors
>each physical one.  if the scheduler treats HT-virtual processors as
>you will get very poor speedup.  this would also be diagnosable by
>running 'top' during a test.)

I'm fairly certain this was fixed in 2.6, but could be wrong.

To repeat, "which of [several factors] dominates the analysis depends on
the analysis".

David N. Lombard
My comments represent my opinions, not those of Intel Corporation.

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