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  • title: A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
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            A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
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            A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration

            Dec 15, 2023

            Speakers

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            Avisek Naug

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            Antonio Guillen

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            RLG

            Ricardo Luna Gutierrez

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            About

            There have been growing discussions on estimating and subsequently reducing the operational carbon footprint of enterprise data centers. The design and intelligent control for data centers have an important impact on data center carbon footprint. In this paper, we showcase PyDCM, a Python library that enables extremely fast prototyping of data center design and applies reinforcement learning-enabled control with the purpose of evaluating key sustainability metrics, including carbon footprint, en…

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            NeurIPS 2023

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