Please use this identifier to cite or link to this item:
https://hdl.handle.net/2440/49339
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Type: | Conference paper |
Title: | On the correlation of internet packet losses |
Author: | Nguyen, H. Roughan, M. |
Citation: | Proceedings of the Australasian Telecommunication Networks and Applications Conference, 2008, pp.22-27 |
Publisher: | IEEE |
Publisher Place: | CD |
Issue Date: | 2008 |
ISBN: | 9781424426027 |
Conference Name: | Australasian Telecommunication Networks and Applications Conference (2008 : Adelaide, Australia) |
Statement of Responsibility: | Hung X. Nguyen and Matthew Roughan |
Abstract: | In this paper we analyze more than 100 hours of packet traces from Planet-Lab measurements to study the correlation of Internet packet losses. We first apply statistical tests to identify the correlation timescale of the binary loss data. We find that in half of the traces packet losses are far from independent. More significantly, the correlation timescale of packet losses is correlated with the network load. We then examine the loss runs and the success runs of packets. The loss runs are typically short, regardless of the network load. We find that the success runs in the majority of our traces are also uncorrelated. Furthermore, their correlation timescale also does not depend on the network load. All of these results show that the impact of network load on the correlation of packet losses is nontrivial and that loss runs and success runs are better modeled as being independent than the binary losses themselves. © 2008 IEEE. |
Description: | Copyright © 2008 IEEE |
DOI: | 10.1109/ATNAC.2008.4783289 |
Published version: | http://dx.doi.org/10.1109/atnac.2008.4783289 |
Appears in Collections: | Aurora harvest 5 Mathematical Sciences publications |
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hdl_49339.pdf | 196.28 kB | Publisher's post-print | View/Open |
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