Diaspora中用户迁移的博弈论方法

Mohammad Rashedul Hasan, Mohamed Shehab, Ali Noorollahiravari
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引用次数: 0

摘要

Diaspora是一个分散的在线社交网络平台,用户资料托管在多个Diaspora节点(pod)中,社交连接可以存在于不同的pod中。用户配置文件迁移是一个很有前途的特性,它使用户能够在不同的pod之间无缝地迁移他们的配置文件数据。然而,据我们所知,还没有研究这种数据可移植性如何影响用户分布和pod的性能。在本文中,我们的目标是设计一种方法,方便用户选择适当的pod,以确保更好的服务质量。我们提出了一种分散的博弈论方法,该方法基于用户的本地邻居信息和pod的质量。我们通过分析确定并实验证实,通过提出的概况迁移方法,Diaspora的用户达到了稳定和平衡的分布,从而改善了他们在各自pod中的整体体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Game-theoretic approach for user migration in Diaspora
Diaspora is a decentralized online social networking platform where user profiles are hosted in multiple Diaspora nodes (pods) and the social connections can exist across different pods. User profile migration is a promising feature that would enable users to seamlessly migrate their profile data between different pods. However, to the best of our knowledge, there has been no research done on how this data portability may affect the user distribution and the performance of the pods. In this paper, our goal is to design an approach that facilitates the users to choose appropriate pods that would ensure better service quality. We propose a decentralized game-theoretic approach that is based on user's local neighborhood information and the quality of the pods. We have analytically determined, and experimentally substantiated, that through the proposed profile migration approach the users of Diaspora reach a stable and balanced distribution that improves their overall experience in respective pods.
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