June 8, 2022, 1:11 a.m. | Altanai Bisht, Arielle Wilson, Zachary Jeffreys, Shadrokh Samavi

cs.LG updates on arXiv.org arxiv.org

Cryptocurrencies are gaining more popularity due to their security, making
counterfeits impossible. However, these digital currencies have been criticized
for creating a large carbon footprint due to their algorithmic complexity and
decentralized system design for proof of work and mining. We hypothesize that
the carbon footprint of cryptocurrency transactions has a higher dependency on
carbon-rich fuel sources than green or renewable fuel sources. We provide a
machine learning framework to model such transactions and correlate them with
the electricity generation …

arxiv bitcoin carbon crypto relationship transactions

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