A sum of bernoulli sources approximation for packet switched network traffic in backbone links
| dc.contributor.author | Premaratne, U | |
| dc.contributor.author | Premarathne, US | |
| dc.date.accessioned | 2023-02-20T08:25:50Z | |
| dc.date.available | 2023-02-20T08:25:50Z | |
| dc.date.issued | 2020 | |
| dc.description.abstract | In this letter an intuitive measurement based approximation for packet switched network traffic in backbone links is presented. It consists of a sum of independent non-identical Bernoulli sources. The resulting sum has a Poisson binomial distribution which can be approximated to a skewed Gaussian distribution at the asymptote. It can be further approximated to a binomial distribution for predicting congestion by estimating the number of users of the network. The results are verified using samples of traffic data from 42 academic and research institutions. | en_US |
| dc.identifier.citation | Premaratne, U., & Premarathne, U. S. (2020). A Sum of Bernoulli Sources Approximation for Packet Switched Network Traffic in Backbone Links. IEEE Communications Letters, 24(1), 141–145. https://doi.org/10.1109/LCOMM.2019.2947060 | en_US |
| dc.identifier.database | IEE Xplore | en_US |
| dc.identifier.doi | 10.1109/LCOMM.2019.2947060 | en_US |
| dc.identifier.issn | 1558-2558 | en_US |
| dc.identifier.issue | 1 | en_US |
| dc.identifier.journal | IEE Communication Letters | en_US |
| dc.identifier.pgnos | 141 - 145 | en_US |
| dc.identifier.uri | http://dl.lib.uom.lk/handle/123/20552 | |
| dc.identifier.volume | 24 | en_US |
| dc.identifier.year | 2020 | en_US |
| dc.language.iso | en_US | en_US |
| dc.publisher | IEE | en_US |
| dc.title | A sum of bernoulli sources approximation for packet switched network traffic in backbone links | en_US |
| dc.type | Article-Full-text | en_US |