Energy Efficiency Strategy for Big Data in Cloud Environment Using Deep Reinforcement Learning

Table 3

Improvement recorded in EE (in %) proposed model with existing models in two rounds.

Algorithms	Improvement (round 1)	Improvement (round 2)
EA-DQN	34.16	28.27
Load aware	8.01	2.63
DQN	13.36	5.24
FFO-EVMM	49	34.72
MIMT	79.32	51.21