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2013 Jul 18
0
parLapplyLB: Load balancing?
...are 
equally bad if the tasks are ordered ascendingly according to the time 
they take. In any case, however, parLapply() and parLapplyLB() are even 
worse (because of the grouping effect highlighted above). If nothing is 
known about how long the tasks take (or if the tasks are in random 
order), clusterLapplyLB() and parLapplyLB2() provide quite good results, 
but still not a linear speedup. If the tasks are ordered descendingly in 
terms of the time they take, clusterLapplyLB() and parLapplyLB2() 
provide the best results because all workers start with the tasks that 
take longest and then, with increasi...