对分散应用中使用趋势的统计检查

Mathias Bärtl
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引用次数: 0

摘要

去中心化应用程序(dApp)近年来激增,但它们的长期可行性是一个有争议的话题。然而,dapp要想可持续发展,并适合集成到更大的服务网络中,它们需要吸引用户,并承诺可靠的可用性。因此,评估它们的寿命是至关重要的。然而,由于需求峰值、噪声、自相关性和非平稳性等因素,分析服务的使用轨迹具有挑战性。在本研究中,我们采用稳健的统计技术来确定当前流行的dapp的趋势。我们的研究结果表明,在一系列类别中,相当大比例的dapp表现出统计上显著的积极总体趋势,这表明去中心化计算的成功可以是可持续的,并且超越了特定领域。然而,也有相当数量的dapp显示出负面趋势,其中来自去中心化金融(DeFi)类别的数量过高。此外,对时间序列段的更详细检查显示,从2021年中期到现在,积极趋势的比例明显减少。综上所述,我们得出的结论是,dApp经济可能已经失去了一些动力,而且其未来的重要性存在很大的不确定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A statistical examination of utilization trends in decentralized applications
Decentralized applications (dApp) have proliferated in recent years, but their long-term viability is a topic of debate. However, for dApps to be sustainable, and suitable for integration into a larger service networks, they need to attract users and promise reliable availability. Therefore, assessing their longevity is crucial. Analyzing the utilization trajectory of a service is, however, challenging due to several factors, such as demand spikes, noise, autocorrelation, and non-stationarity. In this study, we employ robust statistical techniques to identify trends in currently popular dApps. Our findings demonstrate that a significant proportion of dApps, across a range of categories, exhibit statistically significant positive overall trends, indicating that success in decentralized computing can be sustainable and transcends specific fields. However, there is also a substantial number of dApps showing negative trends, with a disproportionately high number from the decentralized finance (DeFi) category. Furthermore, a more detailed inspection of time series segments shows a clearly diminishing proportion of positive trends from mid-2021 to the present. In summary, we conclude that the dApp economy might have lost some momentum, and that there is a strong element of uncertainty regarding its future significance.
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