以太坊的数据工程框架 灯塔链奖励:从数据收集到去中心化指标
Tao Yan1, Shengnan Li1, Benjamin Kraner1
1Blockchain & Distributed Ledger Technologies Group at Department of Informatics and UZH Blockchain Center, University of Zurich, 8050, Zurich, Switzerland.
Scientific data
|March 29, 2025
概括
本研究介绍了以太坊验证器奖励的数据集,以分析权益证明激励结构和去中心化. 这些数据使研究人员能够评估验证器行为,并提高区块链的效率和安全性.
科学领域:
- 计算机科学 计算机科学
- 密码学 密码学 密码学 密码学
- 经济学 经济学 经济学
背景情况:
- 以太坊利用了网络安全和验证器激励的权益证明 (PoS) 共识机制.
- 在区块链技术中,分析和优化去中心化的挑战仍然存在.
- 关于验证者奖励的现有数据是分散的,阻碍了全面的分析.
研究的目的:
- 介绍一个全面的数据集以太坊验证器奖励 (证明,提议者,同步委员会).
- 解决数据碎片化问题,并使得PoS激励结构的可靠评估成为可能.
- 促进加强区块链去中心化,安全和效率的研究.
主要方法:
- 从以太坊信标链收集和分类的细粒度验证器奖励数据.
- 应用了去中心化指标,包括香农,吉尼指数,纳卡莫托系数和赫芬达尔 - 希尔施曼指数 (HHI).
- 开发了开源的数据利用分析工具.
主要成果:
- 现在可以获得一个透明和可审计的验证器活动数据集.
- 证明了数据集在评估激励结构和去中心化趋势方面的实用性.
- 建立了一个分析可执行规则和协议合规性的基础.
结论:
- 该数据集为研究区块链系统的研究人员提供了至关重要的资源.
- 现在可以对PoS激励机制和验证器行为进行增强分析.
- 促进对更分散,安全和高效的区块链网络的未来研究.
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