I had a brief talk with MR folks about the design. Here's the basic thoughts:

• Master make all decisions.
• Mapper writes output to local disk.
• Reducer and shuffler are on the same node.
• Shuffler reads data from all mappers (this could be optimized by mapper local combier) and shuffles. Reducer reads shuffled result key by key.