In a fresh R session I did:
h2o.init() #3.44GB, 2 cores out of 8
data = h2o.importFile("/home/darren/test.svmlight")
I gave up after 45mins of cpu time. As a potentially serious side-bug: Java was showing at 790% CPU the whole time - i.e. the number of cores was being ignored.