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Proceedings Papers

Machine Learning and Simulation Based Temperature Prediction on High-Performance Processors

Carlton Knox, Zihao Yuan, Ayse K. Coskun
Proc. ASME. InterPACK2022, ASME 2022 International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems, V001T05A001, October 25–27, 2022
Publisher: American Society of Mechanical Engineers
Paper No: IPACK2022-96751
https://doi.org/10.1115/IPACK2022-96751
... simulation data to train the machine learning model is low-cost and more practical than temperature prediction based on an expensive IR camera. Corresponding author Keywords: Temperature prediction, Machine learning, Linear regression, High-performance processor NOMENCLATURE Infrared A standard cell level...
View Paper titled, Machine Learning and Simulation Based Temperature Prediction on <span class="search-highlight">High</span>-<span class="search-highlight">Performance</span> <span class="search-highlight">Processors</span>
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Topics: Machine learning, Simulation, Temperature