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Cryptocurrencies are digital tokens built on blockchain technology, with thousands actively traded on centralized exchanges (CEXs). Unlike stocks, which are backed by real businesses, cryptocurrencies are recognized as a distinct class of…

统计金融 · 定量金融 2025-04-18 Yu Zhang , Zelin Wu , Claudio Tessone

Continuous developments in data science have brought forth an exponential increase in complexity of machine learning models. Additionally, data scientists have become ubiquitous in the private market, academic environments and even as a…

计算机与社会 · 计算机科学 2022-07-25 Bjorge Meulemeester , David Martens

This research paper provides a comprehensive analysis of Bitcoin, delving into its evolution, adoption, and potential future implications. As the pioneering cryptocurrency, Bitcoin has sparked significant interest and debate in recent…

密码学与安全 · 计算机科学 2023-04-07 Neelesh Mungoli

In the work, a comparative correlation and fractal analysis of time series of Bitcoin crypto currency rate and community activities in social networks associated with Bitcoin was conducted. A significant correlation between the Bitcoin rate…

统计金融 · 定量金融 2019-05-06 Lyudmyla Kirichenko , Vitalii Bulakh , Tamara Radivilova

Cryptocurrency off-chain networks such as Lightning (e.g., Bitcoin) or Raiden (e.g., Ethereum) aim to increase the scalability of traditional on-chain transactions. To support nodes in learning about possible paths to route their…

密码学与安全 · 计算机科学 2020-03-03 Utz Nisslmueller , Klaus-Tycho Foerster , Stefan Schmid , Christian Decker

Since the introduction of Bitcoin in 2009, the dramatic and unsteady evolution of the cryptocurrency market has also been driven by large investments by traditional and cryptocurrency-focused hedge funds. Notwithstanding their critical…

统计金融 · 定量金融 2023-01-11 Luca Mungo , Silvia Bartolucci , Laura Alessandretti

The objective of this paper is the construction of new indicators that can be useful to operate in the cryptocurrency market. These indicators are based on public data obtained from the blockchain network, specifically from the nodes that…

统计金融 · 定量金融 2024-03-05 Juan C. King , Roberto Dale , José M. Amigó

We review different classes of cryptocurrencies with emphasis on their economic properties. Pure-asset coins such as Bitcoin, Ethereum and Ripple are characterized by not being a liability of any economic agent and most resemble commodities…

综合经济学 · 经济学 2021-09-22 Matheus R. Grasselli , Alexander Lipton

Climate change is profoundly affecting nearly all aspects of life on earth, including human societies, economies and health. Various human activities are responsible for significant greenhouse gas emissions, including data centres and other…

计算机与社会 · 计算机科学 2020-12-18 Loïc Lannelongue , Jason Grealey , Michael Inouye

Blockchain technology promises to democratize finance and promote social equity through decentralization, but questions remain about whether current implementations advance or hinder these goals. Through a mixed-methods study combining…

人机交互 · 计算机科学 2025-05-13 Faisal Haque Bappy , EunJeong Cheon , Tariqul Islam

Cryptocurrencies that are based on Proof-of-Work (PoW) often rely on special purpose hardware to perform so-called mining operations that secure the system, with miners receiving freshly minted tokens as a reward for their work. A notable…

密码学与安全 · 计算机科学 2023-10-20 Aviv Yaish , Aviv Zohar

More than ten years ago the blockchain was acclaimed as the solution to overcome centralised trusted third parties for online payments. Through the years the crypto-movement changed and evolved, although decentralisation remained the core…

Over the years, the chip industry has consistently developed high-performance processors to address the increasing demands across diverse applications. However, the rapid expansion of chip production has significantly increased carbon…

硬件体系结构 · 计算机科学 2025-06-13 Jiajun Hu , Chetan Choppali Sudarshan , Vidya A. Chhabria , Aman Arora

Blockchain-based cryptocurrencies have demonstrated how to securely implement traditionally centralized systems, such as currencies, in a decentralized fashion. However, there have been few measurement studies on the level of…

密码学与安全 · 计算机科学 2018-03-30 Adem Efe Gencer , Soumya Basu , Ittay Eyal , Robbert van Renesse , Emin Gün Sirer

Bitcoin has demonstrated there are many security improvements applicable to normal currency. As the human race expands and we colonize other planets, we have to consider how we are going to extend integral parts of of society, and that…

密码学与安全 · 计算机科学 2016-04-15 Abrahim Ladha

Our analysis focuses on the stock cryptocurrency market, by studying a group of nineteen cryptocurrencies where their capitalisation is about 99% of the total market. Specifically, it is examined this group of cryptocurrencies for the…

物理与社会 · 物理学 2025-08-29 Stergios Intzes , Georgios D. Papadopoulos , Lykourgos Magafas

Off-Chain transactions allow for the immediate transfer of Cryptocurrency between two parties, without delays or unavoidable transaction fees. Such capabilities are critical for mainstream Cryptocurrency adaption. They allow for the…

密码学与安全 · 计算机科学 2014-08-14 Leonard Apeltsin

Bitcoin is a "crypto currency", a decentralized electronic payment scheme based on cryptography. Bitcoin economy grows at an incredibly fast rate and is now worth some 10 billions of dollars. Bitcoin mining is an activity which consists of…

密码学与安全 · 计算机科学 2014-12-03 Nicolas T. Courtois , Lear Bahack

In cryptocurrencies, transaction fees are typically exclusively paid in the native platform currency. This restriction causes a wide range of challenges, such as deteriorated user experience, mandatory rent payments by decentralized…

计算机与社会 · 计算机科学 2020-04-20 István András Seres

Consensus protocols are currently the bottlenecks that prevent blockchain systems from scaling. However, we argue that transaction execution is also important to the performance and security of blockchains. In other words, there are ample…

分布式、并行与集群计算 · 计算机科学 2020-07-15 Daniël Reijsbergen , Tien Tuan Anh Dinh