Semi-asynchronous routing for large scale hierarchical networks
We consider the distributed network routing problem in a large-scale hierarchical network whereby the nodes are partitioned into subnetworks, each managed by a network controller (NC), and there is a central NC to coordinate the operation of the distributed NCs. We propose a semi-asynchronous routin...
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| Vydané v: | 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) s. 2894 - 2898 |
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| Hlavní autori: | , , , |
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| Jazyk: | English |
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01.04.2015
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| ISSN: | 1520-6149 |
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| Abstract | We consider the distributed network routing problem in a large-scale hierarchical network whereby the nodes are partitioned into subnetworks, each managed by a network controller (NC), and there is a central NC to coordinate the operation of the distributed NCs. We propose a semi-asynchronous routing algorithm for such a network, whereby the computation is distributed across the NCs and is parallel within each NC. A key feature of the algorithm is its ability to handle a certain degree of asynchronism: the distributed NCs can perform their local computation asynchronously at different processing speed. The efficiency of the proposed algorithm is validated through numerical experiments. |
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| AbstractList | We consider the distributed network routing problem in a large-scale hierarchical network whereby the nodes are partitioned into subnetworks, each managed by a network controller (NC), and there is a central NC to coordinate the operation of the distributed NCs. We propose a semi-asynchronous routing algorithm for such a network, whereby the computation is distributed across the NCs and is parallel within each NC. A key feature of the algorithm is its ability to handle a certain degree of asynchronism: the distributed NCs can perform their local computation asynchronously at different processing speed. The efficiency of the proposed algorithm is validated through numerical experiments. |
| Author | Wei-Cheng Liao Farmanbar, Hamid Mingyi Hong Zhi-Quan Luo |
| Author_xml | – sequence: 1 surname: Wei-Cheng Liao fullname: Wei-Cheng Liao organization: Dept. of Electr. & Compt. Eng., Univ. of Minnesota, Minneapolis, MN, USA – sequence: 2 surname: Mingyi Hong fullname: Mingyi Hong organization: Dept. of IMSE, Iowa State Univ., Ames, IA, USA – sequence: 3 givenname: Hamid surname: Farmanbar fullname: Farmanbar, Hamid organization: Huawei Canada Res. Centre, Ottawa, ON, Canada – sequence: 4 surname: Zhi-Quan Luo fullname: Zhi-Quan Luo organization: Dept. of Electr. & Compt. Eng., Univ. of Minnesota, Minneapolis, MN, USA |
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| Snippet | We consider the distributed network routing problem in a large-scale hierarchical network whereby the nodes are partitioned into subnetworks, each managed by a... |
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| SubjectTerms | alternating direction method of multiplier (ADMM) asynchronous network routing Joints Traffic engineering |
| Title | Semi-asynchronous routing for large scale hierarchical networks |
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