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The effect of bandwidth and buffer pricing on resource allocation and QoS
Nan Jin, Univeristy of California, Irvine
Scott Jordan, University of California, Irvine
ABSTRACT: Congestion-based pricing of network resources is a common approach in
evolving network architectures that support Quality of Service (QoS). Resource
usage and QoS will thus fluctuate in response to changes in price, which must
be dynamically controlled through feedback. Such feedback algorithms typically
assume that network resources behave as Normal goods, i.e., that an increase in
the price of a resource results in a decreased demand for that resource. Here,
we investigate the sensitivity of resource allocation and the resulting QoS to
resource prices in a reservation-based QoS architecture that provides
guaranteed bounds on packet loss and end-to-end delay for real-time
applications. We derive necessary and sufficient conditions for bandwidth and
buffer to act as Normal goods, showing that this depends on the shapes of the
utility and QoS functions. We then show that the minimum total cost is a
decreasing convex function of loss. When the delay constraints are absent or
not binding, we prove that if a resource is a Normal good, then an increase in
the price of that resource causes the loss on that link to increase, the loss
on all other links to decrease, and the total loss to increase. We also give
sufficient conditions to establish that an increase in the price for a resource
results in a decreased demand for that resource, an increased demand for the
other resource at that node, and an increased demand for resources at all other
hops. Finally, when the delay constraint is binding, we give sufficient
conditions to establish that an increase in the price of bandwidth at one node
results in increased loss and delay at that node, and decreased loss and delay
at all other nodes. (C) 2004 Elsevier B.V. All rights reserved.
SUGGESTED CITATION: Nan Jin and Scott Jordan,
"The effect of bandwidth and buffer pricing on resource allocation and QoS"
(2004).
Computer Networks-The International Journal of Computer and Telecommunications Networking.
46 (1),
pp. 53-71.
10.1016/j.comnet.2004.03.023.
Postprint available free at: http://repositories.cdlib.org/postprints/712
REQUIRED PUBLISHER STATEMENT: The original publication is available in Computer Networks- The International Journal of Computer and Telecommunications Networking.
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