Adaptive Sampling Methodology in Network Measurements
Junfeng Wang, Jianhua Yang, Hongxia Zhou, Gaogang Xie, Zhou Ming-tian · 2004
Abstract: Sampling methodologies are widely used in network measurements and other related fields. Most applications mainly focus on parent population statistical metrics estimation of interest. Recent researches reveal that many aspects of network characters present heavy-tailed distribution or self-similarity. These properties might cause a heavy passive effect on the estimation accuracy. In other circumstances, there exist demands on modeling