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  • title: Sustainable Data Center Modeling: A Multi-Agent Reinforcement Learning Benchmark
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            Sustainable Data Center Modeling: A Multi-Agent Reinforcement Learning Benchmark
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            Sustainable Data Center Modeling: A Multi-Agent Reinforcement Learning Benchmark

            Dec 15, 2023

            Speakers

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            Soumyendu Sarkar

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            Avisek Naug

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            Antonio Guillen

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            About

            The rapid growth of machine learning (ML) has led to an increased demand for computational power, resulting in larger data centers (DCs) and higher energy consumption. To address this issue and reduce carbon emissions, intelligent control of DC components such as cooling, load shifting, and energy storage is essential. However, the complexity of managing these controls in tandem with external factors like weather and green energy availability presents a significant challenge. While some individu…

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