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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2017-03-01
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doaj-62081142d2d9448b834ce1e7f8f420e72020-11-24T23:03:34ZengElsevierICT Express2405-95952017-03-0131333710.1016/j.icte.2016.08.011Multi-flow management for mobile data offloadingYeongjin Kim0Joohyun Lee1Jaeseong Jeong2Song Chong3School of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of KoreaDepartment of Electrical and Computer Engineering, Ohio State University, USAEricsson Research, Stockholm, SwedenSchool of Electrical Engineering, Korea Advanced Institute of Science and Technology, Daejeon, Republic of KoreaCellular 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.http://www.sciencedirect.com/science/article/pii/S2405959516301060Delayed Wi-Fi offloadingMulti-flow managementMobile data offloading |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yeongjin Kim Joohyun Lee Jaeseong Jeong Song Chong |
spellingShingle |
Yeongjin Kim Joohyun Lee Jaeseong Jeong Song Chong Multi-flow management for mobile data offloading ICT Express Delayed Wi-Fi offloading Multi-flow management Mobile data offloading |
author_facet |
Yeongjin Kim Joohyun Lee Jaeseong Jeong Song Chong |
author_sort |
Yeongjin Kim |
title |
Multi-flow management for mobile data offloading |
title_short |
Multi-flow management for mobile data offloading |
title_full |
Multi-flow management for mobile data offloading |
title_fullStr |
Multi-flow management for mobile data offloading |
title_full_unstemmed |
Multi-flow management for mobile data offloading |
title_sort |
multi-flow management for mobile data offloading |
publisher |
Elsevier |
series |
ICT Express |
issn |
2405-9595 |
publishDate |
2017-03-01 |
description |
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. |
topic |
Delayed Wi-Fi offloading Multi-flow management Mobile data offloading |
url |
http://www.sciencedirect.com/science/article/pii/S2405959516301060 |
work_keys_str_mv |
AT yeongjinkim multiflowmanagementformobiledataoffloading AT joohyunlee multiflowmanagementformobiledataoffloading AT jaeseongjeong multiflowmanagementformobiledataoffloading AT songchong multiflowmanagementformobiledataoffloading |
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