Benefits of YARN ( Hadoop version 2.0 )
The 5 key Benefits of YARN
- New Applications and services
- Improved cluster utilization
- Generic resource container model replaces fixed Map/Reduce slots.
- Sharing clusters across multiple applications
- Scale
- Removed complex app logic from RM, scale further
- State machine, message passing based loosely coupled design
- Experimental Agility
- Multiple versions of an app can co-exist leading to experimentation
- Easier upgrades of framework and applications
- Map Reduce becomes an application in user space unlocking safe innovation
- Shared services
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