Privacy-preserving performance measurements

M. Roughan, Yin Zhang
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引用次数: 14

Abstract

Internet performance is an issue of great interest, but it is not trivial to measure. A number of commercial companies try to measure this, as does RIPE, and many individual Internet Service Providers. However, all are hampered in their efforts by a fear of sharing such sensitive information. Customers make decision about "which provider" based on such measurements, and so service providers certainly do not want such data to be public (except in the case of the top provider), but at the same time, it is in everyones' interest to have good metrics in order to reduce the risk of large network problems, and to test the effect of proposed network improvements.This paper shows that it is possible to have your cake, and eat it too. Providers (and other interested parties) can make such measurements, and compute Internet-wide metrics securely in the knowledge that their private data is never shared, and so cannot be abused.
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保护隐私的性能测量
互联网性能是一个非常有趣的问题,但衡量它并不是微不足道的。许多商业公司、RIPE和许多个人互联网服务提供商都试图衡量这一点。然而,由于害怕分享如此敏感的信息,所有这些努力都受到了阻碍。客户根据这些测量来决定“哪个提供商”,因此服务提供商当然不希望这些数据公开(顶级提供商的情况除外),但与此同时,为了降低大型网络问题的风险,并测试提议的网络改进的效果,拥有良好的度量符合每个人的利益。这篇论文表明,鱼与熊掌是可能的。提供商(和其他相关方)可以进行这样的测量,并安全地计算互联网范围内的度量,因为他们的私有数据永远不会被共享,因此不会被滥用。
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