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Evaluating Computing Platforms for Sustainability: A Comparative Analysis of FPGAs against ASICs, GPUs, and CPUs
Chetan Choppali Sudarshan, Aman Arora, Vidya A Chhabria
Climate change concerns emphasize the need for sustainable computing. Modeling the carbon footprint (CFP), including operational and embodied CFP from semiconductor use, manufactur…
CarbonPATH: Carbon-aware pathfinding and architecture optimization for chiplet-based AI systems
Chetan Choppali Sudarshan, Jiajun Hu, Aman Arora +1
The exponential growth of AI has created unprecedented demand for computational resources, pushing chip designs to the limit while simultaneously escalating the environmental footp…
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI
Chetan Choppali Sudarshan, Nikhil Matkar, Sarma Vrudhula +2
Decades of progress in energy-efficient and low-power design have successfully reduced the operational carbon footprint in the semiconductor industry. However, this has led to an i…