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Toward Sustainable HPC: Carbon Footprint Estimation and Environmental Implications of HPC Systems
SessionSustainable Computing
DescriptionThe rapid growth in demand for HPC systems has led to a rise in carbon footprint, which requires urgent intervention. In this work, we present a comprehensive analysis of the carbon footprint of high-performance computing (HPC) systems, considering the carbon footprint during both the hardware manufacturing and system operational stages. Our work employs HPC hardware component carbon footprint modeling, regional carbon intensity analysis, and experimental characterization of the system life cycle to highlight the importance of quantifying the carbon footprint of HPC systems.
Authors
Baolin Li
Northeastern University
Rohan Basu Roy
Northeastern University
Daniel Wang
Northeastern University
Siddharth Samsi
Massachusetts Institute of Technology (MIT), Lincoln Laboratory
Vijay Gadepally
Massachusetts Institute of Technology (MIT), Lincoln Laboratory
Devesh Tiwari
Northeastern University
Event Type
Paper
TimeTuesday, 14 November 202310:30am - 11am MST
Location405-406-407
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Tags
Cloud Computing
Distributed Computing
Energy Efficiency
Green Computing
Programming Frameworks and System Software
State of the Practice
Sustainability
Registration Categories
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