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Miniproject Report by Vidit. Wanjari is a document available to read on EtoBox.
What is Miniproject Report about?
This paper evaluates two deep reinforcement learning (DRL) agents, DQN and DDQN, for optimizing cloud resource management, focusing on performance and energy efficiency in different environments. The DQN agent improves performance in a six-node cluster, while the DDQN agent focuses on energy-efficient VM consolidation in an eight-host data center, with both agents employing tailored reward functions. Results show significant improvements in performance metrics, highlighting the effectiveness of DRL in cloud
- Author
- Vidit. Wanjari
- Language
- EN