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Economic Analysis of Blockchain Technology on Digital Platform Market

机译:数字平台市场上区块链技术的经济分析

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Blockchain technology on the platform business becomes a new paradigm which gets security, irreversibility, and trustfulness closer to both of clients and service providers (SPs) for providing a better quality of service. To provide an economic analysis of such blockchain-based platform business, a game theoretic approach is used to model a competitive market against the incumbent platform operated by a centralizer as a trusted third party. In this market, the platforms behave as a mediator to deliver the services provided by SPs to clients. The crucial factors for the success of blockchain-based platform business are (i) how SPs' participation is reflected on its quality of service (QoS) and (ii) how to incentivize SPs to contribute their resources such as computing/storage infrastructure. In our game formulation, a non-cooperative two-stage dynamic game is used, where the first stage models how to incentivize SPs in a blockchain-based platform and the second stage models the competition between platforms to attract clients. As a result, we provide an equilibrium analysis, which gives a useful insight into how much the service quality of blockchain-based platform affects the competition between platforms and the equilibrium incentive strategy for SPs. Moreover, our numerical analysis shows that the equilibrium incentive increases with proportional to the QoS of a blockchain-based platform whereas the incentive becomes negative if it provides a non-increasing QoS with the number of participated SPs.
机译:平台业务上的区块链技术成为一种新的范式,它使安全性,不可逆性和可信赖性更接近于客户和服务提供商(SP),以提供更好的服务质量。为了对此类基于区块链的平台业务进行经济分析,使用了一种博弈论方法来对竞争市场进行建模,该市场与由扶正者作为可信赖的第三方运营的现有平台相对。在这个市场中,平台充当媒介,以将SP提供的服务交付给客户。基于区块链的平台业务成功的关键因素是(i)SP的参与如何反映在其服务质量(QoS)上;以及(ii)如何激励SP贡献其资源,例如计算/存储基础架构。在我们的游戏公式中,使用了非合作的两阶段动态游戏,其中第一阶段模拟如何在基于区块链的平台上激励SP,第二阶段模拟平台之间的竞争以吸引客户。结果,我们提供了一个均衡分析,这对于基于区块链的平台的服务质量在多大程度上影响平台之间的竞争以及SP的均衡激励策略提供了有用的见解。此外,我们的数值分析表明,均衡激励与基于区块链的平台的QoS成正比,而如果激励随着参与SP的数量提供了不增加的QoS,则激励变为负。

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