[Beowulf] choosing a high-speed interconnect
Robert G. Brown
rgb at phy.duke.edu
Tue Oct 12 18:39:19 EDT 2004
On Tue, 12 Oct 2004, Chris Sideroff wrote:
> On Tue, 2004-10-12 at 16:48, Joe Landman wrote:
> > First questions first:
> > Why do you think you need a faster network, and what aspect of fast do
> > you think you need? Low latency? High bandwidth?
> To tell you the truth I can't answer that with more than, "I have a
> gut feeling". I am in the process of profiling the performance of our
> current cluster with our programs. Any suggestions ???
Analyze the applications, preferrably at the code level. If they
exchange a few, big messages then they are likely bandwidth limited. If
they exchange many, small messages then they are likely latency limited.
If you don't have access to the code, then run a tool such as
xmlsysd/wulfstat that lets you watch the (ether)net on a whole cluster
at once as it runs your applications and take note on e.g. packet counts
per second per node, net data throughput per second per node.
Joe's question is dead on the money. Until you do this, you cannot be
sure that your application is choking due to a network that is "slow" in
any dimension. Even if it IS slow due the network, it may not be slow
in a sense that can be substantively fixed by changing networks, if
you're already using gigE. gigE's latency isn't great, but its
bandwidth should be at least comparable (within a factor of 1-3) of the
Sometimes, also, the problem is the network but not at the physical
layer; rather in the way the code itself is organized and uses the
network. If the code is YOUR code, then a trip through e.g. Ian
Foster's book on parallel programming and algorithms (there are several
others with good reputations) is indicated before investing a LOT of
money in a new network. If the code is somebody else's code, then the
list is a great place to get actual feedback on what the essential
bottlenecks are and to learn of actual clusters that are successful
It sounds (below) like you have a bit of both -- good luck finding
Fluent users or a Fluent-savvy consultant on the list (both seem pretty
Before departing, I'd suggest working with vendors to arrange a loaner
network and prototyping it with your programs before finally buying it.
These networks are a substantial investment, as the companies that sell
them well know. The companies are quite competitive and want your
business. They are usually pretty willing to let their hardware "speak
for itself" so you aren't investing $1-2K/node only to learn afterwards
that it doesn't speed your code up at all. That is an outcome that
benefits nobody, really, not even the network vendor (as you'll
doubtless later poison their reputation in this very competitive and
> > Then...
> > What codes are you running? Across how many CPUS? Have you done a
> > performance analysis on your system to observe "slow" runs in progress,
> > and are you convinced that the network is the issue?
> We run exclusively computation fluid dynamics on it. One program is
> Fluent the other is an in-house turbo-machinery code. My experiences so
> far have led me to believe Fluent is much more sensitive to the
> network's performance than the in-house program. Thus my inquiry into a
> higher performance network.
> > We have done lots of tuning bits for customers where the issues wound up
> > being something else than what they had thought. It is worth at least
> > looking into for your code/problems, and identifying the bottleneck (if
> > you haven't already done so).
> Do you have more information on this 'tuning for customers'. I am
> interested in your results. Again any suggestions on how to go about
> this are welcomed.
> Thanks, Chris
> Beowulf mailing list, Beowulf at beowulf.org
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Robert G. Brown http://www.phy.duke.edu/~rgb/
Duke University Dept. of Physics, Box 90305
Durham, N.C. 27708-0305
Phone: 1-919-660-2567 Fax: 919-660-2525 email:rgb at phy.duke.edu
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