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Research Paper | Information Technology | India | Volume 14 Issue 2, February 2025 | Popularity: 6.3 / 10
Evolving Cooling Strategies for Next - Generation Data Center Workloads
Hitesh Vora
Abstract: The escalating computational demands of artificial intelligence (AI), machine learning (ML), and high - performance computing (HPC) are driving unprecedented energy consumption and heat generation within data centers. Traditional cooling techniques are increasingly challenged by these next - generation workloads. This paper critically examines existing cooling methodologies, identifies emerging challenges, explores novel thermal management strategies, and offers a comparative analysis highlighting their efficiencies, environmental impacts, and economic implications, providing a roadmap for sustainable and scalable data center operations.
Keywords: Data center cooling, thermal management, liquid cooling, immersion cooling, energy efficiency, AI, machine learning, high - performance computing
Edition: Volume 14 Issue 2, February 2025
Pages: 1882 - 1888
DOI: https://www.doi.org/10.21275/SR250216113720
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