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Dejan Markovikj

2 accepted papers

2024

Carbon Footprint Reduction for Sustainable Data Centers in Real-Time

AAAI 2024technical

As machine learning workloads are significantly increasing energy consumption, sustainable data centers with low carbon emissions are becoming a top priority for governments and corporations worldwide. This requires a paradigm shift in optimizing power consumption in cooling and IT loads, shifting f…

Cited by 12SourcePDFScholar
2024

SustainDC: Benchmarking for Sustainable Data Center Control

NeurIPS 2024poster

Machine learning has driven an exponential increase in computational demand, leading to massive data centers that consume significant amounts of energy and contribute to climate change. This makes sustainable data center control a priority. In this paper, we introduce SustainDC, a set of Python envi…