This is reasonable if you have any kind of trends  in the ordering of your data 
or  any computation in the mappers.

You can use a smaller input split to
Reduce the load on each individual mapper so that large blocks of records that 
take a long time To Process are less likely to clog one mapper.

Jay Vyas 
MMSB
UCHC

On Oct 2, 2012, at 9:04 PM, Huanchen Zhang <iamzhan...@gmail.com> wrote:

> Hello,
> 
> I have a small portion of map tasks whose output is much larger than others 
> (more spills). So the reducer is mainly waiting for these a few map tasks. Is 
> there a good solution for this problem ?
> 
> Thank you.
> 
> Best,
> Huanchen

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