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Can we use hadoop as a framework just to schedule different tasks without using MapReduce paradigm?

I want to schedule group of tasks using my scheduling algorithm. According to my algorithm, tasks are to be run on different machines, but the whole computation of the task should happen on a single machine.

Can we do this on hadoop? please give suggestions

srikayala
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    I'd suggest you to have a look a the `YARN` architecture. The main Hadoop site as well as Hortonworks' blog have detailed descriptions. Have a look at YARN's `ResourceManager` it can handle pluggable scheduling policies. – Lorand Bendig Mar 14 '13 at 14:31

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