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Diversity decay in opportunistic content sharing systems

机译:机会内容共享系统中的多样性下降

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As content that users access on their mobile devices becomes bulkier, opportunistic networking is becoming a potential complement to centralised and infrastructure based downloads. We study how users share items of mutual interest with each other with a simple model based on a ‘networked urn process’. We investigate the effect of different content sharing policies upon a multi-category set of items. We find that the process of sharing mutual interests inherently disproportionately reinforces category replication disparity, i.e., the most popular categories become proportionally even more numerous. These findings uncover a major hurdle in the creation of automatic opportunistic file sharing between users. Even if users altruistically sacrifice battery power and network resources to share content not relevant to them, overall, the system may not be able to fairly distribute items that belong to niche categories.
机译:随着用户在其移动设备上访问的内容变得越来越庞大,机会网络正在成为对集中式下载和基于基础架构的下载的潜在补充。我们通过基于“网络process过程”的简单模型,研究用户如何共享彼此感兴趣的项目。我们调查了不同内容共享策略对多类别项目集的影响。我们发现,共享共同利益的过程固有地不成比例地加剧了类别复制差异,即,最受欢迎的类别按比例变得更多。这些发现揭示了在用户之间创建自动机会文件共享的主要障碍。即使用户无私地牺牲了电池电量和网络资源来共享与他们无关的内容,总的来说,系统也可能无法公平地分配属于利基类别的项目。

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