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» Sampling Bias in BitTorrent Measurements
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EUROPAR
2010
Springer
13 years 4 months ago
Sampling Bias in BitTorrent Measurements
Abstract. Real-world measurements play an important role in understanding the characteristics and in improving the operation of BitTorrent, which is currently a popular Internet ap...
Boxun Zhang, Alexandru Iosup, Johan A. Pouwelse, D...
SIGMETRICS
2010
ACM
172views Hardware» more  SIGMETRICS 2010»
13 years 8 months ago
Deep diving into BitTorrent locality
Localizing BitTorrent traffic within an ISP in order to avoid excessive and often times unnecessary transit costs has recently received a lot of attention. In this work we attempt...
Ruben Cuevas, Nikolaos Laoutaris, Xiaoyuan Yang, G...
IMC
2009
ACM
13 years 10 months ago
Sampling biases in network path measurements and what to do about it
We show that currently prevalent practices for network path measurements can produce inaccurate inferences because of sampling biases. The inferred mean path latency can be more t...
Srikanth Kandula, Ratul Mahajan
INFOCOM
2003
IEEE
13 years 9 months ago
Sampling Biases in IP Topology Measurements
— Considerable attention has been focused on the properties of graphs derived from Internet measurements. Router-level topologies collected via traceroute-like methods have led s...
Anukool Lakhina, John W. Byers, Mark Crovella, Pen...
SDM
2012
SIAM
235views Data Mining» more  SDM 2012»
11 years 6 months ago
Sampling Strategies to Evaluate the Performance of Unknown Predictors
The focus of this paper is on how to select a small sample of examples for labeling that can help us to evaluate many different classification models unknown at the time of sampl...
Hamed Valizadegan, Saeed Amizadeh, Milos Hauskrech...