DocumentCode
11550
Title
An Approximation Algorithm for Constructing Degree-Dependent Node-Weighted Multicast Trees
Author
Hwa-Chun Lin ; Hsiu-Ming Yang
Author_Institution
Dept. of Comput. Sci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
25
Issue
8
fYear
2014
fDate
Aug. 2014
Firstpage
1976
Lastpage
1985
Abstract
This paper studies the problem of constructing a minimum-cost multicast tree (or Steiner tree) in which each node is associated with a cost that is dependent on its degree in the multicast tree. The cost of a node may depend on its degree in the multicast tree due to a number of reasons. For example, a node may need to perform various processing for sending messages to each of its neighbors in the multicast tree. Thus, the overhead for processing the messages increases as the number of neighbors increases. This paper devises a novel technique to deal with the degree-dependent node costs and applies the technique to develop an approximation algorithm for the degree-dependent node-weighted Steiner tree problem. The bound on the cost of the tree constructed by the proposed approximation algorithm is derived to be (2lnk/2 +1)(WT*+B), where k is the size of the set of multicast members, WT* is the cost of a minimum-cost Steiner tree T*, and B is related to the degree-dependent node costs. Simulations are carried out to study the performance of the proposed algorithm. A distributed implementation of the proposed algorithm is presented. In addition, the proposed algorithm is generalized to solve the degree-dependent node-weighted constrained forest problem.
Keywords
approximation theory; trees (mathematics); approximation algorithm; degree-dependent node costs; degree-dependent node-weighted constrained forest problem; degree-dependent node-weighted multicast trees; minimum-cost Steiner tree; node degree; tree construction; Algorithm design and analysis; Approximation algorithms; Approximation methods; Computational complexity; Merging; Steiner trees; Vegetation; Multicast tree; Steiner tree; approximation algorithm; constrained forest; degree-dependent node costs;
fLanguage
English
Journal_Title
Parallel and Distributed Systems, IEEE Transactions on
Publisher
ieee
ISSN
1045-9219
Type
jour
DOI
10.1109/TPDS.2013.108
Filename
6495455
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