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On the relationship between fundamental measurements in TCP flows

Landa Gamiochipi, RL; Clegg, R; Araujo, JT; Mykoniati, E; Griffin, D; Rio, M; (2013) On the relationship between fundamental measurements in TCP flows. In: (Proceedings) 2013 IEEE International Conference in Communications (ICC). IEEE: Piscataway, US. Green open access

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Abstract

This paper considers fundamental measurements which drive TCP flows: throughput, RTT and loss. It is clear that throughput is, in some sense, a function of both RTT and loss. In their seminal paper Padyhe et al [1] begin with a mathematical model of the TCP sliding window evolution process and come up with an equation showing that TCP throughput is (roughly) proportional to 1/RTT√p where p is the probability of packet loss. Their equation is shown to be consistent with data gathered on several links. This paper takes the opposite approach and analyses a large number of packet traces from well-known sources in order to create a data-driven estimate of the functions which relate TCP, loss and RTT. Regression analysis is used to fit models to connect the quantities. The fitted models show different behaviour from that expected in [1].

Type: Proceedings paper
Title: On the relationship between fundamental measurements in TCP flows
Event: 2013 IEEE International Conference in Communications (ICC)
Location: Budapest, Hungary
Dates: 2013-06-09 - 2013-06-13
Open access status: An open access version is available from UCL Discovery
Publisher version: http://ieeexplore.ieee.org/xpl/conhome.jsp?reload=...
Language: English
Additional information: © 2013 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Keywords: TCP, Measurement, Internet throughput, Model fitting
UCL classification: UCL
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UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/1401260
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