Title :
Inference of flow statistics via packet sampling in the internet
Author :
Chabchoub, Yousra ; Fricker, Christine ; Guillemin, Fabrice ; Robert, Philippe
Author_Institution :
INRIA, Le Chesnay
fDate :
12/1/2008 12:00:00 AM
Abstract :
We show in this note that by deterministic packet sampling, the tail of the distribution of the original flow size can be obtained by rescaling that of the sampled flow size. To recover information on the flow size distribution lost through packet sampling, we propose a parametric method based on measurements from different backbone IP networks. This method allows us to recover the complete flow size distribution and has successfully been tested by using a real ADSL traffic trace.
Keywords :
IP networks; digital subscriber lines; statistical analysis; telecommunication traffic; ADSL traffic; Internet; backbone IP network; flow size distribution; flow statistics; packet sampling; parametric method; Fluid flow measurement; IP networks; Internet; Loss measurement; Probability distribution; Sampling methods; Size measurement; Spine; Statistical distributions; Statistics; Packet sampling, flow statistics;
Journal_Title :
Communications Letters, IEEE
DOI :
10.1109/LCOMM.2008.081124