An Adaptive Traffic Distribution Scheme for CMT based on Lotka-Volterra Model in Multihomed Networks
CMT (concurrent multipath trans- fer) can increase throughput and transmission efficiency in multihomed networks. However, it is still an important challenge about distributing traffic adaptively into multiple access networks. Based on LV (Lotka-Volterra) model, we propose an adaptive traffic distri...
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Veröffentlicht in: | China communications 2017-02, Vol.14 (2), p.79-89 |
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description | CMT (concurrent multipath trans- fer) can increase throughput and transmission efficiency in multihomed networks. However, it is still an important challenge about distributing traffic adaptively into multiple access networks. Based on LV (Lotka-Volterra) model, we propose an adaptive traffic distribution scheme. In the scheme, two com- petition modes are concluded, multiple S-D (source-destination) streams competition for bandwidth of one path and multipath competi- tion for traffic between each multihomed S-D host pair. Actually, each access network can establish a path for S-D pairs. So, in the first mode, each path is analogous to a predator, and overall traffic in a multihomed host is analogous to prey. Then, each path has to com- pete for the traffic by path information, e.g., bandwidth and congestion level. In the other one, if several S-D pairs pass through a shared path simultaneously, they will compete for bandwidth of the path. Here, each S-D pair is analogous to a predator, and the bandwidth of the common path is analogous to the prey. At last, compared with other three schemes, uniform traffic distribution, greedy path selection, random path selection in OPNET simulator, the proposed scheme can perform better on reducing file transmission time and increasing network throughput in FTP service. |
doi_str_mv | 10.1109/CC.2017.7868177 |
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However, it is still an important challenge about distributing traffic adaptively into multiple access networks. Based on LV (Lotka-Volterra) model, we propose an adaptive traffic distribution scheme. In the scheme, two com- petition modes are concluded, multiple S-D (source-destination) streams competition for bandwidth of one path and multipath competi- tion for traffic between each multihomed S-D host pair. Actually, each access network can establish a path for S-D pairs. So, in the first mode, each path is analogous to a predator, and overall traffic in a multihomed host is analogous to prey. Then, each path has to com- pete for the traffic by path information, e.g., bandwidth and congestion level. In the other one, if several S-D pairs pass through a shared path simultaneously, they will compete for bandwidth of the path. Here, each S-D pair is analogous to a predator, and the bandwidth of the common path is analogous to the prey. At last, compared with other three schemes, uniform traffic distribution, greedy path selection, random path selection in OPNET simulator, the proposed scheme can perform better on reducing file transmission time and increasing network throughput in FTP service.</description><identifier>ISSN: 1673-5447</identifier><identifier>DOI: 10.1109/CC.2017.7868177</identifier><identifier>CODEN: CCHOBE</identifier><language>eng</language><publisher>China Institute of Communications</publisher><subject>Adaptation models ; Bandwidth ; Ecosystems ; multihomed networks; lotka-volterra;cmt; multipath; bio-inspired ; Predator prey systems ; Sociology ; Statistics ; Throughput</subject><ispartof>China communications, 2017-02, Vol.14 (2), p.79-89</ispartof><rights>Copyright © Wanfang Data Co. Ltd. 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However, it is still an important challenge about distributing traffic adaptively into multiple access networks. Based on LV (Lotka-Volterra) model, we propose an adaptive traffic distribution scheme. In the scheme, two com- petition modes are concluded, multiple S-D (source-destination) streams competition for bandwidth of one path and multipath competi- tion for traffic between each multihomed S-D host pair. Actually, each access network can establish a path for S-D pairs. So, in the first mode, each path is analogous to a predator, and overall traffic in a multihomed host is analogous to prey. Then, each path has to com- pete for the traffic by path information, e.g., bandwidth and congestion level. In the other one, if several S-D pairs pass through a shared path simultaneously, they will compete for bandwidth of the path. Here, each S-D pair is analogous to a predator, and the bandwidth of the common path is analogous to the prey. At last, compared with other three schemes, uniform traffic distribution, greedy path selection, random path selection in OPNET simulator, the proposed scheme can perform better on reducing file transmission time and increasing network throughput in FTP service.</description><subject>Adaptation models</subject><subject>Bandwidth</subject><subject>Ecosystems</subject><subject>multihomed networks; lotka-volterra;cmt; multipath; bio-inspired</subject><subject>Predator prey systems</subject><subject>Sociology</subject><subject>Statistics</subject><subject>Throughput</subject><issn>1673-5447</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpFkD1PwzAQhj2ARFU6M7BYSIxpbSexnbEKn1ILA4U1cpJz6zaNi-NS4NfjqgVuOenuee_jReiCkiGlJBvl-ZARKoZCckmFOEE9ykUcpUkiztCg65YkhOQ85qyH6nGLx7XaePMBeOaU1qbCN6bzzpRbb2yLX6oFrAFr63A-neFSdVDjUJ9Yv1LRm208OKfw1NbQYNPi6bbxZmHXgXoCv7Nu1Z2jU62aDgbH3Eevd7ez_CGaPN8_5uNJVMVU-qgmMi0JYzEQQcL1JGZQCsJ1lmXheE5lKSopUwpCc0Y1UJ5WmQTCkqBKWdxH14e5O9Vq1c6Lpd26Nmwsvuf-c28KYeH1wI0OXOVs1znQxcaZtXJfBSXF3sMiz4s9Xhw9DIrLg8IAwB_93706zlvYdv5uwuZfhAuapkksSfwD7N937w</recordid><startdate>20170201</startdate><enddate>20170201</enddate><creator>Gong, Weibing</creator><creator>Yang, Xiaolong</creator><creator>Zhang, Min</creator><creator>Long, Keping</creator><general>China Institute of Communications</general><general>School of Computer & Communication Engineering, University of Science and Technology Beijing, China</general><scope>2RA</scope><scope>92L</scope><scope>CQIGP</scope><scope>W92</scope><scope>~WA</scope><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope></search><sort><creationdate>20170201</creationdate><title>An Adaptive Traffic Distribution Scheme for CMT based on Lotka-Volterra Model in Multihomed Networks</title><author>Gong, Weibing ; Yang, Xiaolong ; Zhang, Min ; Long, Keping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c318t-d085b0223e070786032eb706f999447618b7c8851e7f621fe165c98e024022523</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Adaptation models</topic><topic>Bandwidth</topic><topic>Ecosystems</topic><topic>multihomed networks; lotka-volterra;cmt; multipath; bio-inspired</topic><topic>Predator prey systems</topic><topic>Sociology</topic><topic>Statistics</topic><topic>Throughput</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Gong, Weibing</creatorcontrib><creatorcontrib>Yang, Xiaolong</creatorcontrib><creatorcontrib>Zhang, Min</creatorcontrib><creatorcontrib>Long, Keping</creatorcontrib><collection>中文科技期刊数据库</collection><collection>中文科技期刊数据库-CALIS站点</collection><collection>中文科技期刊数据库-7.0平台</collection><collection>中文科技期刊数据库-工程技术</collection><collection>中文科技期刊数据库- 镜像站点</collection><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Wanfang Data Journals - Hong Kong</collection><collection>WANFANG Data Centre</collection><collection>Wanfang Data Journals</collection><collection>万方数据期刊 - 香港版</collection><collection>China Online Journals (COJ)</collection><collection>China Online Journals (COJ)</collection><jtitle>China communications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Gong, Weibing</au><au>Yang, Xiaolong</au><au>Zhang, Min</au><au>Long, Keping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An Adaptive Traffic Distribution Scheme for CMT based on Lotka-Volterra Model in Multihomed Networks</atitle><jtitle>China communications</jtitle><stitle>ChinaComm</stitle><addtitle>China Communications</addtitle><date>2017-02-01</date><risdate>2017</risdate><volume>14</volume><issue>2</issue><spage>79</spage><epage>89</epage><pages>79-89</pages><issn>1673-5447</issn><coden>CCHOBE</coden><abstract>CMT (concurrent multipath trans- fer) can increase throughput and transmission efficiency in multihomed networks. However, it is still an important challenge about distributing traffic adaptively into multiple access networks. Based on LV (Lotka-Volterra) model, we propose an adaptive traffic distribution scheme. In the scheme, two com- petition modes are concluded, multiple S-D (source-destination) streams competition for bandwidth of one path and multipath competi- tion for traffic between each multihomed S-D host pair. Actually, each access network can establish a path for S-D pairs. So, in the first mode, each path is analogous to a predator, and overall traffic in a multihomed host is analogous to prey. Then, each path has to com- pete for the traffic by path information, e.g., bandwidth and congestion level. In the other one, if several S-D pairs pass through a shared path simultaneously, they will compete for bandwidth of the path. Here, each S-D pair is analogous to a predator, and the bandwidth of the common path is analogous to the prey. At last, compared with other three schemes, uniform traffic distribution, greedy path selection, random path selection in OPNET simulator, the proposed scheme can perform better on reducing file transmission time and increasing network throughput in FTP service.</abstract><pub>China Institute of Communications</pub><doi>10.1109/CC.2017.7868177</doi><tpages>11</tpages></addata></record> |
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subjects | Adaptation models Bandwidth Ecosystems multihomed networks lotka-volterra cmt multipath bio-inspired Predator prey systems Sociology Statistics Throughput |
title | An Adaptive Traffic Distribution Scheme for CMT based on Lotka-Volterra Model in Multihomed Networks |
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