Multi-flow management for mobile data offloading
Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications. As a cost-effective solution, delayed Wi-Fi offloading was introduced to shift the delay-tolerant traffic from cellular to Wi-Fi networks by trading addi...
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| Published in | ICT express Vol. 3; no. 1; pp. 33 - 37 |
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| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier
01.03.2017
한국통신학회 |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2405-9595 2405-9595 |
| DOI | 10.1016/j.icte.2016.08.011 |
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| Abstract | Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications. As a cost-effective solution, delayed Wi-Fi offloading was introduced to shift the delay-tolerant traffic from cellular to Wi-Fi networks by trading additional delays. Our paper studies a multi-flow rate control problem where each flow has different traffic load and a deadline. To maximize user satisfaction defined as offloading efficiency minus disutility caused by deadline violation, we propose a dynamic programming-based rate control algorithm. Moreover, to reduce the computation and memory, we propose a simple threshold-based rate control algorithm. |
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| AbstractList | Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications.
As a cost-effective solution, delayed Wi-Fi offloading was introduced to shift the delay-tolerant traffic from cellular to Wi-Fi networks by trading additional delays. Our paper studies a multi-flow rate control problem where each flow has different traffic load and a deadline. To maximize user satisfaction defined as offloading efficiency minus disutility caused by deadline violation, we propose a dynamic programming-based rate control algorithm. Moreover, to reduce the computation and memory, we propose a simple threshold-based rate control algorithm. KCI Citation Count: 0 Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications. As a cost-effective solution, delayed Wi-Fi offloading was introduced to shift the delay-tolerant traffic from cellular to Wi-Fi networks by trading additional delays. Our paper studies a multi-flow rate control problem where each flow has different traffic load and a deadline. To maximize user satisfaction defined as offloading efficiency minus disutility caused by deadline violation, we propose a dynamic programming-based rate control algorithm. Moreover, to reduce the computation and memory, we propose a simple threshold-based rate control algorithm. |
| Author | Lee, Joohyun Chong, Song Kim, Yeongjin Jeong, Jaeseong |
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| References | 10.1016/j.icte.2016.08.011_br000010 Cheung (10.1016/j.icte.2016.08.011_br000030) 2015; 33 10.1016/j.icte.2016.08.011_br000040 10.1016/j.icte.2016.08.011_br000020 Puterman (10.1016/j.icte.2016.08.011_br000035) 2005 Jeong (10.1016/j.icte.2016.08.011_br000045) 2016; 24 Lee (10.1016/j.icte.2016.08.011_br000015) 2013; 21 10.1016/j.icte.2016.08.011_br000025 10.1016/j.icte.2016.08.011_br000005 |
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| Snippet | Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications. As a... Cellular networks are facing explosive growth of mobile data traffic due to the proliferation of smart devices and traffic-intensive applications. As a... |
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| SubjectTerms | Delayed Wi-Fi offloading Mobile data offloading Multi-flow management 전자/정보통신공학 |
| Title | Multi-flow management for mobile data offloading |
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