A minimum cost cache management framework for information-centric networks with network coding
In recent years, the increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the main candidates, information-centric network(ICN) has attracted significant attention, where in-network cache is a key component in different ICN architectures....
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| Veröffentlicht in: | Computer networks (Amsterdam, Netherlands : 1999) Jg. 110; S. 1 - 17 |
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| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam
Elsevier B.V
09.12.2016
Elsevier Sequoia S.A |
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| ISSN: | 1389-1286, 1872-7069 |
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| Abstract | In recent years, the increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the main candidates, information-centric network(ICN) has attracted significant attention, where in-network cache is a key component in different ICN architectures. In this paper, we propose a novel framework for optimal cache management in ICNs that jointly considers caching strategy and content routing. Specifically, our framework is based on software-defined networking (SDN) where a controller is responsible for determining the optimal caching strategy and content routing via linear network coding (LNC). For the proposed cache management framework, we first formulate an optimization problem to minimize the network bandwidth cost and cache cost by jointly considering caching strategy and content routing with LNC. We then develop an efficient network coding based cache management (NCCM) algorithm to obtain a near-optimal caching and routing solution for ICNs. We further derive the upper and lower bounds of the problem and conduct extensive experiments to compare the performance of the NCCM algorithm with these bounds. Simulation results validate the effectiveness of the NCCM algorithm and the framework. |
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| AbstractList | In recent years, the increasing demand for media-rich content has driven many efforts to redesign the Internet architecture. As one of the main candidates, information-centric network(ICN) has attracted significant attention, where in-network cache is a key component in different ICN architectures. In this paper, we propose a novel framework for optimal cache management in ICNs that jointly considers caching strategy and content routing. Specifically, our framework is based on software-defined networking (SDN) where a controller is responsible for determining the optimal caching strategy and content routing via linear network coding (LNC). For the proposed cache management framework, we first formulate an optimization problem to minimize the network bandwidth cost and cache cost by jointly considering caching strategy and content routing with LNC. We then develop an efficient network coding based cache management (NCCM) algorithm to obtain a near-optimal caching and routing solution for ICNs. We further derive the upper and lower bounds of the problem and conduct extensive experiments to compare the performance of the NCCM algorithm with these bounds. Simulation results validate the effectiveness of the NCCM algorithm and the framework. |
| Author | Wang, Jin Ren, Jing Wang, Jianping Westphal, Cedric Lu, Kejie Liu, Shucheng |
| Author_xml | – sequence: 1 givenname: Jin surname: Wang fullname: Wang, Jin organization: Department of Computer Science and Technology, Soochow University, No.1 Shizi Road, Suzhou, 215006, China – sequence: 2 givenname: Jing surname: Ren fullname: Ren, Jing organization: School of Communication and Information Engineering, University of Electronic Science and Technology of China, 2006 Xiyuan Avenue, Chengdu, 611731, China – sequence: 3 givenname: Kejie surname: Lu fullname: Lu, Kejie email: kejie.lu@upr.edu organization: College of Computer Science and Technology, Shanghai University of Electronic Power, No.2588 Changyang Road, Yangpu District, Shanghai, 200090, China – sequence: 4 givenname: Jianping surname: Wang fullname: Wang, Jianping organization: Department of Computer Science, City University of Hong Kong, Kowloon, Hong Kong – sequence: 5 givenname: Shucheng surname: Liu fullname: Liu, Shucheng organization: Huawei Technologies Co.,Ltd, Bantian, Longgang DIST, Shenzhen, 518129, China – sequence: 6 givenname: Cedric surname: Westphal fullname: Westphal, Cedric organization: Huawei Technologies Co.,Ltd, Bantian, Longgang DIST, Shenzhen, 518129, China |
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| CitedBy_id | crossref_primary_10_1016_j_comnet_2021_108437 crossref_primary_10_1007_s10696_024_09572_8 crossref_primary_10_1002_dac_3526 crossref_primary_10_1007_s11042_023_15657_7 crossref_primary_10_1080_00207543_2020_1718794 crossref_primary_10_1016_j_compeleceng_2021_107357 crossref_primary_10_1109_ACCESS_2020_2966289 crossref_primary_10_1109_ACCESS_2018_2841417 crossref_primary_10_1016_j_comnet_2019_106937 crossref_primary_10_1155_2020_3838547 crossref_primary_10_1109_TMM_2018_2827783 crossref_primary_10_1109_COMST_2017_2717482 crossref_primary_10_1155_2021_6696149 |
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| Keywords | Bandwidth cost Information-centric network Cache management Linear network coding Cache cost |
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| Title | A minimum cost cache management framework for information-centric networks with network coding |
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