A distributed algorithm for equitable bandwidth allocation for content distribution in a tree network

A distributed algorithm for equitable bandwidth allocation for content distribution in a tree network

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Article ID: iaor20122451
Volume: 63
Issue: 4
Start Page Number: 460
End Page Number: 469
Publication Date: Apr 2012
Journal: Journal of the Operational Research Society
Authors:
Keywords: optimization, distribution
Abstract:

We present a distributed algorithm for bandwidth allocation for content distribution in tree networks, where the intensive computations are executed independently at the nodes while some information is exchanged among the nodes. The root node has a server that stores and broadcasts multiple programs requested at the nodes through links with limited capacity. The bandwidth allocated for a specific program can be decreased from one link to the next in a path from the root node to an end‐node, but it cannot be increased. The objective is to determine equitable bandwidth allocations among all programs across all links, which leads to a formulation of a lexicographic maximin optimization model. The performance function at each of the nodes for a specific program represents customers’ satisfaction as a function of the incoming bandwidth into the node. The distributed algorithm that determines the equitable bandwidth allocations extends the algorithm described in Luss (2010).

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