Toward energy-efficient blockchain system: A game theoretic analysis

IF 6.5 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Industrial Engineering Pub Date : 2025-02-01 Epub Date: 2024-12-20 DOI:10.1016/j.cie.2024.110821
Xu Wang , Ling-Yun Wu
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Abstract

The waste of energy is one of the major disadvantages when applying the permissionless blockchain technology such as the proof-of-work (PoW) consensus mechanism. In order to improve the energy efficiency, some new public blockchain systems without mining have been developed. In the blockchain with mining, the block creation rate is automatically adjusted by the system via the difficulty of the hash puzzle. In the blockchain without mining, the participating node can actively adjust its block creation rate instead of passively complying with the rule of system. In this new circumstance, how to maintain a desired block creation rate of the whole system through a proper mechanism design is an important task in the development of energy-efficient blockchain systems. In this study, we have established a two-party game model for the blockchain system without mining. Game participants (participating nodes) can obtain revenue by charging commission from the transactions recorded in the blocks, and at the same time, they need to bear block-building cost. Each node can adjust its own obtained income by controlling its block creation frequency. We considered the game in two situations based on the time delay of the same transaction arriving at two nodes. In the case without time delay, we gave a closed-form solution of Nash equilibrium, in which the block creation interval is proportional to the block-building cost, and inversely proportional to the transaction fee and to the revenue allocation proportion. In the case with time delay, we gave the theoretical analysis and the numerical solution of Nash equilibrium, and found that the conclusion is the same as the case without time delay. In a word, in the blockchain system without mining, the block-building cost and transaction fee can be utilized to control the block creation rate of the whole system, which makes the system remain steady even without mining. More important, how the transaction fees are allocated among the nodes will affect the final equilibrium. Therefore, in order to have positive incentives for participating nodes, it is necessary to reasonably design the allocation mechanism of transaction fees. This study provides theoretical support for the development of energy-efficient blockchain technology and brings about the hope to the future development of blockchain technology without mining.
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迈向节能区块链系统:一个博弈论分析
在应用无权限区块链技术(如工作量证明(PoW)共识机制)时,能源浪费是主要缺点之一。为了提高能源效率,一些新的公共区块链系统被开发出来。在挖矿区块链中,区块创建率由系统通过哈希难题的难度自动调整。在没有挖矿的区块链中,参与节点可以主动调整自己的区块创建率,而不是被动地遵守系统规则。在这种新情况下,如何通过合理的机制设计来保持整个系统的理想区块创建率是开发节能区块链系统的重要任务。在本研究中,我们建立了一个没有挖矿的区块链系统的两方博弈模型。游戏参与者(参与节点)可以从区块中记录的交易中收取佣金获得收益,同时需要承担区块构建成本。每个节点可以通过控制区块创建频率来调整自己获得的收益。基于同一交易到达两个节点的时间延迟,我们考虑了两种情况下的博弈。在没有时间延迟的情况下,我们给出了纳什均衡的封闭解,其中区块创建间隔与区块构建成本成正比,与交易费用和收益分配比例成反比。在有时滞的情况下,给出了纳什均衡的理论分析和数值解,得到了与无时滞情况相同的结论。总而言之,在不挖矿的区块链系统中,可以利用建块成本和交易费来控制整个系统的区块创建率,使得系统在不挖矿的情况下保持稳定。更重要的是,交易费用如何在节点之间分配将影响最终的均衡。因此,为了对参与节点有积极的激励作用,有必要合理设计交易费用的分配机制。本研究为节能区块链技术的发展提供了理论支持,为未来无开采区块链技术的发展带来了希望。
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来源期刊
Computers & Industrial Engineering
Computers & Industrial Engineering 工程技术-工程:工业
CiteScore
12.70
自引率
12.70%
发文量
794
审稿时长
10.6 months
期刊介绍: Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.
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