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A Distributed Semiasynchronous Algorithm for Network Traffic Engineering

delete2018-09-01
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OA
AI
W
Wei-Cheng Liao *
M
Mingyi Hong
H
Hamid Farmanbar
Z
Zhi‐Quan Luo
DOI:10.1109/TSIPN.2017.2721298delete
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摘要

摘要

En 中文
In this paper, we consider the traffic engineering problem in a large-scale hierarchical network arising in the next-generation cloud-based wireless networks. We propose a distributed semiasynchronous algorithm for this problem based on the so-called block successive upper bound minimization method of multipliers (BSUM-M). Theoretically, we show that the proposed algorithm converges to the global optimal solution under some assumptions on the degree of network asynchrony. We illustrate the effectiveness and efficiency of the proposed algorithm by comparing it with the state-of-the-art commercial solvers in a networked environment.
Keyword:
ADMM
cloud traffic management
distributed asynchronous optimization
traffic engineering
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期刊

IEEE Transactions on Signal and Information Processing over Networks 封面图
IEEE Transactions on Signal and Information Processing over Networks
IF:
4.9
论文数:
744
被引数:
1.9K

机构

I
Iowa State University
学者数:
773
论文数: 332
被引数: 0
U
University of Minnesota Twin Cities
学者数:
214
论文数: 134
被引数: 0
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