C. Courcoubetis et al., Application of the many sources asymptotic and effective bandwidths to traffic engineering, TELECOM SYS, 12(2-3), 1999, pp. 167-191
Accurate yet simple methods for traffic engineering are important for effic
ient management of resources in broadband networks. The goal of this paper
is to apply and evaluate large deviation techniques for traffic engineering
. In particular, we employ the recently developed theory of effective bandw
idths, where the effective bandwidth depends not only on the statistical ch
aracteristics of the traffic stream, but also on a link's operating point t
hrough two parameters, the space and time parameters, which can be computed
using the many sources asymptotic. We show that this effective bandwidth d
efinition can accurately quantify resource usage. Furthermore, we estimate
and interpret values of the space and time parameters for various mixes of
real traffic demonstrating how these values can be used to clarify the effe
cts on the link performance of the time scales of traffic burstiness, of th
e link resources (capacity and buffer), and of traffic control mechanisms s
uch as traffic shaping. Our experiments involve a large set of MPEG-1 compr
essed video and Internet Wide Area Network (WAN) traces, as well as modeled
voice traffic.