Blockchain empowers a decentralized economy by enabling distributed trust in a peer-to-peer network. However, surprisingly, a widely accepted definition or measurement of decentralization is still lacking. We explore a systematization of knowledge (SoK) on blockchain decentralization by reviewing existing studies on various aspects of blockchain decentralization. First, we establish a taxonomy for analyzing blockchain decentralization in the five facets of consensus, network, governance, wealth, and transaction. We find a lack of research on the transaction aspects that closely characterize user behavior. Second, we apply Shannon entropy in information theory to propose a decentralization index for blockchain transactions. We show that our index intuitively measures levels of decentralization in peer-to-peer transactions by simulating blockchain token transfers. Third, we apply our index to empirically analyze the dynamics of DeFi token transfers. Intertemporally, we observe that levels of decentralization converge regardless of the initial levels of decentralization. Comparison of DeFi applications shows that exchange and lending are more decentralized than payment and derivatives. We also discover that a greater return of ether, the native coin of the Ethereum blockchain, predicts a greater decentralization level in stablecoin transfer that includes ether as collateral. Finally, we develop future research directions to explore the interactions between different facets of blockchain decentralization, the design of blockchain mechanisms that achieve sustainable decentralization, and the interplay of decentralization levels and economic factors.
翻译:· 我们通过审查关于分层权力下放的各方面的现有研究,探索关于分层权力下放的知识的系统化(SOK),首先,我们建立分类制度,分析共识、网络、治理、财富和交易等五个方面的分层权力下放。我们发现缺乏对用户行为密切相关的交易方面的研究。第二,我们在信息理论中应用香农通气来提出分权分权指数,以提出分层交易的分权指数。我们通过模拟分层转移,来显示分层权力下放的知识(SOK)的系统化程度。第三,我们运用我们的指数,对分层权力下放的动态进行实证性分析。我们注意到,分层权力下放的程度无论最初的权力下放程度如何,都汇合在一起。对DFi应用的比较表明,交换和贷款比支付和衍生品更加分散。我们还发现,更大规模的回回回回回,分层分层分层权力下放的本地硬硬币,通过模拟分层转移,最后,分层分层分层分层分层分层权力下放的演变,我们预测,最后的分层分层权力下放的分层结构将分层发展为分层经济的分层发展。