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Recent measurements of local-area and wide-area traf c [8, 28, 42] have shown that network traf c exhibits variability at a wide range of scales. What is striking is the ubiquitousness of the phenomenon, which has been observed in diverse networking contexts, from Ethernet to ATM, LAN and WAN, compressed video, and HTTPbased WWW traf c [8, 15, 23, 42]. Such scale-invariant variability is in strong contrast to traditional models of network traf c, which show burstiness at short time scales but are essentially smooth at large time scales; that is, they lack long-range dependence. Since scale-invariant burstiness can exert a signi cant impact on network performance, understanding the causes and effects of traf c self-similarity is an important problem. In previous work [33, 34], we have investigated the causal and performance aspects of traf c self-similarity, and we have shown that self-similar traf c ow is an intrinsic property of networked client=server systems with heavy-tailed le size distributions, and conjoint provision of low delay and high throughput is adversely affected by scale-invariant burstiness. From a queueing theory perspective, the principal distinguishing characteristic of long-range-dependent (LRD) traf c is that the queue length distribution decays much more slowly that is, polynomially visa-vis short-range-dependent (SRD) traf c sources such as Poisson sources, which exhibit exponential decay. A number of performance studies [1, 2, 11, 29, 32, 34]



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Self-Similar Network Traf c and Performance Evaluation, Edited by Kihong Park and Walter Willinger ISBN 0-471-31974-0 Copyright # 2000 by John Wiley & Sons, Inc.





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There are three different kinds of hostnames that a system might have in a failover configuration; each type maps to a type of network, as discussed previously. One is its private name. This is the name found in system configuration files, and the one that shows up if you ask the host for its name. Depending on how the network is configured, that name may or may not be resolved on the network. If your machine s private name is shirley, that does not necessarily mean that other hosts on the same network know the machine as shirley. The second kind of name is the public name. This is the name that maps to IP addresses that other systems on the network know about. In a failover configuration, this name and IP address should not map to a particular machine, but rather to the application that is requested through that name. The third kind of name is the administrative interface name. That name may or may not match the system s private name. It s probably best if it does, but it does not have to. For example, in a configuration with an administrative network, one public network, two heartbeat networks, and an NFS server, a pair of servers might use the following hostnames:

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have shown that self-similarity has a detrimental effect on network performance, leading to increased delay and packet loss rate In Grossglauser and Bolot [18] and Ryu and Elwalid [37], the point is advanced that for small buffer sizes or short time scales, long-range dependence has only a marginal impact This is, in part, due to a saturation effect that arises when resources are overextended, whereby the burstiness associated with short-range-dependent traf c is suf cient and, in many cases, dominant to cause signi cant buffer over ow What is still in its infancy, however, is the problem of controlling self-similar network traf c By the control of self-similar traf c, we mean the problem of modulating traf c ow such that network performance including throughput is optimized.

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