Accepted Manuscript Statistical modeling of the Internet traffic dynamics: To which extent do we need long-term correlations? Oleg Markelov, Viet Nguyen Duc, Mikhail Bogachev PII: S0378-4371(17)30534-4 DOI: http://dx.doi.org/10.1016/j.physa.2017.05.023 Reference: PHYSA 18308 To appear in: Physica A Received date : 24 November 2016 Revised date : 13 April 2017 Please cite this article as: O. Markelov, et al., Statistical modeling of the Internet traffic dynamics: To which extent do we need long-term correlations?, Physica A (2017), http://dx.doi.org/10.1016/j.physa.2017.05.023 This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.