High-Performance AI: Why Data Centers are Turning to Liquid Cooling Technology
Vijay Kumar Musipatla | International Journal of Computer Techniques | Volume 11 Issue 3
Abstract
The growing demand for artificial intelligence applications, including machine learning and deep learning, has led to increased reliance on high-performance processors…
Keywords
Liquid Cooling, AI Workloads, GPUs, TPUs, Immersion Cooling, Direct-to-Chip Cooling, Data Center Sustainability
Conclusion
Liquid cooling supports denser hardware deployments and extends hardware lifespan by offering significantly higher thermal transfer capacity and improved energy efficiency…
References
Choquette, J., et al. “NVIDIA A100 Tensor Core GPU: Performance and Innovation,” IEEE Micro, 2021.
Jouppi, N.P., et al. “TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning,” ISCA, 2023.
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