Research Article

Feedback-Based Resource Allocation in MapReduce-Based Systems

Table 1

Methodology description, taking into account different schedulers and masters.

Scheduler Master
YARN Dynamic Pool

FIFO FIFO-YARN FIFO-Dynamic FIFO-Pool
Fair Fair-YARN Fair-Dynamic Fair-Pool
Capacity Capacity-YARN Capacity-Dynamic Capacity-Pool

FIFO: FIFO scheduler. Fair: Fair scheduler. Capacity: Capacity scheduler. YARN: YARN master. Dynamic: Dynamic master. Pool: Predefined containers-based master.