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IP Geolocation Technology Research Based on Network Measurement

机译:基于网络测量的IP地理定位技术研究

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摘要

With the development of network, IP geolocation technology has been widely used. Nearly all of the previous IP geolocation technology depends on the delay information. And most of them are based on the assumption of strong correlation between network delay and the geographic distance. But in China the correlation is weak. That makes the IP geolocation precision very low. To improve the problem, we geolocate by using the closest-shortest rule (with high probability the shortest delay comes from the closest distance) and association rules. We also design the landmark filtering algorithm and router repairing algorithm. What's more, we evaluate the geolocation precision of 996 landmarks, and make the error value within 4 km, greatly improving the geolocation accuracy.
机译:随着网络的发展,IP地理定位技术已被广泛使用。几乎所有以前的IP地理定位技术都依赖于延迟信息。它们中的大多数都是基于网络延迟与地理距离之间强相关性的假设。但是在中国,相关性很弱。这使得IP地理位置精度非常低。为了解决这个问题,我们通过使用最接近最短规则(很有可能最短的延迟来自最接近距离)和关联规则来进行地理定位。我们还设计了地标过滤算法和路由器修复算法。此外,我们评估了996个地标的地理位置精度,并将误差值设置在4 km之内,从而大大提高了地理位置精度。

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