To pitch in in this conversation, I do agree with Olivier that
reimplement libsvm or liblinear should not be our priorities, as we have
them, and they work reasonnably well. I agree with David that we would
need to garner more credibility (and I add more man power) to sustain
such an effort.

I am not saying that this should be done in the long run, I am just
suggesting that I think that they are other frontiers on which our
efforts are better spent.

With regards to LaSVM, I would rather pitch a summer of code project as
having a good on-line SVM solver, that would incorporate the core ideas
from LaSVM, but that would also be useable in a real out-of-core setting.
I believe that doing this right, including worrying about the parameter
selection, is a reasonnable GOSC (hear, hear students).

G

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Virtualization & Cloud Management Using Capacity Planning
Cloud computing makes use of virtualization - but cloud computing 
also focuses on allowing computing to be delivered as a service.
http://www.accelacomm.com/jaw/sfnl/114/51521223/
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