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Crafting performance-based cryptocurrency mining strategies using a hybrid analytics approach
Decision Support Systems ( IF 7.5 ) Pub Date : 2020-12-14 , DOI: 10.1016/j.dss.2020.113473
Umit Hacioglu , Dounia Chlyeh , Mustafa K. Yilmaz , Ekrem Tatoglu , Dursun Delen

Crafting and executing the best cryptocurrency mining strategy is vital to succeeding in cryptocurrency market investments. This study aims to identify the best cryptocurrency mining strategy based on service providers' performance for cryptocurrency mining using a hybrid analytics approach, which integrates the Analytic Hierarchy Process (AHP) and Fuzzy-TOPSIS techniques, along with sensitivity analysis. The results show that hosted mining is the overall best cryptocurrency mining strategy, followed by home mining and cloud mining, based on both total cost of operations and cryptocurrency payout criteria. The empirical findings also suggest that the critical features of the highest performing service providers (i.e., hosted mining strategies and cloud mining) were their flexibility of contracts and the superior efficiency in terms of the daily payout. Finally, of the three location alternatives for home mining, Turkey ranks first compared to the U.S. and Europe.



中文翻译:

使用混合分析方法制定基于性能的加密货币挖掘策略

制定和执行最佳的加密货币挖矿策略对于成功进行加密货币市场投资至关重要。这项研究旨在基于服务提供商的性能,使用混合分析方法来确定最佳的加密货币挖掘策略,该策略将分析层次过程(AHP)和Fuzzy-TOPSIS技术与敏感性分析相集成。结果表明,基于总运营成本和加密货币支付标准,托管挖矿是总体上最佳的加密货币挖矿策略,其次是家庭挖矿和云挖矿。实证结果还表明,绩效最高的服务提供商的关键特征(即 托管挖矿策略和云挖矿)是其合同的灵活性以及在日常支出方面的卓越效率。最后,在家庭采矿的三种位置选择中,与美国和欧洲相比,土耳其排名第一。

更新日期:2021-01-28
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