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Mobile Information Systems
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2022
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Article
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Tab 3
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Research Article
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