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X. Zhu, J. Yu, and J. Doyle, "Heavy tails, generalized coding, and optimal Web layout," in Proc. IEEE INFOCOM'01, vol. 3, Anchorage, AL, 2001, pp. 1617--1626.

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Preferential Treatment for Short Flows to Reduce Web Latency - Chen, Heidemann (2003)   (10 citations)  (Correct)

....and by the CONSER project supported by NSF. 0.2 0.4 0.6 0.8 1 10 20 30 40 50 60 70 80 90 100 Link utilization Simulation time (seconds) Short flows Long flows Fig. 1. Network hole plugging : burst short flows leave holes for long flows. consistent with heavy tailed web file sizes [8]. For web traffic sent over the HTTP 1.0 protocol [9] where a new TCP connection is opened for every web object, this design approach suggests a strong correlation between short flows and interactive traffic (we discuss HTTP 1.1 [10] in Section III B and IV E. The implication of these three ....

Xiaoyun Zhu, Jie Yu, and John Doyle, "Heavy tails, generalized coding, and optimal web layout," in Proceedings of the IEEE Infocom, Anchorage, Alaska, USA, Apr. 2001, IEEE.


Evidence for long-tailed distributions in the Internet - Downey (2001)   (10 citations)  (Correct)

....a physical model based on Highly Optimized Tolerance (HOT) in which web designers, trying to minimize download times, divide the available information into files so that the most frequent downloads are the smallest. The result is a distribution of file sizes with polynomial tail behavior [18] [19]. For the lognormal model, we have proposed a model of user behavior in which most new files are created by copying, modifying or translating existing files. The result is that file sizes diffuse over time, producing lognormal distributions and mixtures of lognormals [8] Both of these models ....

Xiaoyun Zhu, Jie Yu, and John Doyle, "Heavy tails, generalized coding, and optimal web layout," in IEEE INFOCOM'01, April 2001.


The Origin of Power Laws in Internet Topologies Revisited - Chen, Chang, Govindan..   (41 citations)  (Correct)

....the characteristics of the underlying systems completely change, but the power law relationships are typically maintained. These properties make the Carlson Doyle model very appealing from a networking perspective (for a first networkingrelated application of HOT related to Web layout design, see [33]) because it seems to overcome, at least in theory, some of the apparent shortcomings of the BA approach as reported in this paper. At the same time, while we have demonstrated here how to validate the BA framework against measured AS data, verifying the causes underlying the HOT mechanism ....

Xiaoyun Zhu, Jie Yu, and John Doyle, "Heavy tails, generalized coding, and optimal web layout," IEEE infocom, April 2001.


Self-Similar Traffic and Network Dynamics - Erramilli, Roughan, Veitch.. (2002)   (Correct)

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X. Zhu, J. Yu, and J. Doyle, "Heavy tails, generalized coding, and optimal Web layout," in Proc. IEEE INFOCOM'01, vol. 3, Anchorage, AL, 2001, pp. 1617--1626.

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