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Building robust peer-to-peer information dissemination systems using trust and incentives.

机译:使用信任和激励机制构建健壮的对等信息传播系统。

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摘要

As computers become pervasive and better connected, the popularity of peer-to-peer computing has grown immensely. The sharing of unused resources at peers is desirable and practically important because they can collectively comprise a powerful system. Although there are many peer-to-peer applications, we focus on information dissemination, which can greatly benefit from cooperation among peers. The potential benefit, however, can be undermined by uncooperative behavior of some peers because they are managed individually and hence may not follow the expected protocols. To be robust to uncooperative behavior such as free riding and sabotage, the system must incorporate proper trust and incentive mechanisms so that peers would rather cooperate.;In this dissertation, we demonstrate that building robust peer-to-peer information dissemination systems is important and viable, using four concrete cases. First, we investigate the incentive mechanism of BitTorrent, an exchange-based file distribution protocol. Our framework based on iterated prisoner's dilemma provides an insight into users' tension between eagerness to download and unwillingness to upload. By using both analytical and experimental approaches, we show that the current incentive mechanism of BitTorrent is susceptible to free riding. We propose an improved mechanism that punishes free riders effectively. Second, we present a trust-aware overlay multicast system that performs well in the presence of uncooperative nodes, which may block, delay, fabricate, or forge the messages they forward. We develop (1) a set of protocols that detect uncooperative behavior, (2) a scheme of trust value assignment according to the behavior of nodes, and (3) an algorithm that adapts the multicast tree based on trust values, all of which allows the system to remain stable and responsive over time. Third, we propose an alternative news feed dissemination system, called FeedEx, in which feed subscribers mesh into a network and exchange news feeds with neighbors. The collaborative exchange in FeedEx, with the help of the incentive-compatible design using the pair-wise fairness principle, reduces the server load and hence increases the scalability. Fourth, we introduce a new concept of peer-to-peer computing, that is, continual service using ephemeral servers. To this end, we develop a system model for the concept and implement a discrete-time simulator to find the conditions and the system support for eliciting cooperation. All four cases are substantiated by experimental results.
机译:随着计算机的普及和更好的连接,点对点计算的普及迅速增长。在对等端共享未使用的资源是理想的,并且在实践中很重要,因为它们可以共同构成一个强大的系统。尽管有许多对等应用程序,但我们专注于信息传播,这可以从对等方之间的合作中受益匪浅。但是,由于某些对等方的不合作行为可能会破坏潜在的利益,因为它们是单独管理的,因此可能未遵循预期的协议。为了对诸如搭便车和蓄意破坏等不合作行为稳健,该系统必须包含适当的信任和激励机制,以便同行宁愿进行合作。本论文证明了构建健壮的对等信息传播系统非常重要,并且可行,使用四个具体案例。首先,我们研究基于交换的文件分发协议BitTorrent的激励机制。我们基于反复囚徒困境的框架提供了对用户在渴望下载和不愿上传之间的紧张关系的洞察力。通过使用分析和实验方法,我们表明BitTorrent当前的激励机制容易受到搭便车的影响。我们提出了一种改进的机制,可以有效地惩罚搭便车者。其次,我们提出了一种信任感知的覆盖多播系统,该系统在存在不合作节点的情况下表现良好,这可能会阻塞,延迟,伪造或伪造它们转发的消息。我们开发了(1)一套检测不合作行为的协议,(2)根据节点行为的信任值分配方案,以及(3)一种基于信任值适应多播树的算法,所有这些都允许随着时间的推移,系统将保持稳定和响应。第三,我们提出了另一种称为FeedEx的新闻提要分发系统,其中,提要订户已啮合到网络中并与邻居交换新闻提要。 FeedEx中的协作交换在使用成对公平原则的激励兼容设计的帮助下,减轻了服务器负载,从而提高了可伸缩性。第四,我们引入了对等计算的新概念,即使用临时服务器的连续服务。为此,我们为该概念开发了一个系统模型,并实现了一个离散时间模拟器来寻找条件和系统支持以促成合作。所有这四种情况均由实验结果证实。

著录项

  • 作者

    Jun, Seung Won.;

  • 作者单位

    Georgia Institute of Technology.;

  • 授予单位 Georgia Institute of Technology.;
  • 学科 Computer Science.
  • 学位 Ph.D.
  • 年度 2006
  • 页码 122 p.
  • 总页数 122
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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