DocumentCode
1789159
Title
Minimizing content download time in mobile collaborative community
Author
Insun Jang ; Dongeun Suh ; Sangheon Pack
Author_Institution
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
fYear
2014
fDate
10-14 June 2014
Firstpage
2490
Lastpage
2495
Abstract
Mobile collaborative community (MCC) is an emerging technology where multiple mobile nodes (MNs) conduct a job (e.g., large content download) in a cooperative manner. In this paper, we consider a scenario in which multiple MNs form MCC for content download through wireless wide area network (WWAN) and share of the downloaded content through wireless local area network (WLAN). In the collaborative content download for MCC, the content chunk size assigned to an MN and the sharing order of the received chunk should be carefully determined to reduce the content download time. Therefore, we formulate an optimization problem that jointly considers the chunk size and the sharing order to minimize the content download time. Specifically, the optimization problem is formulated as a mixed integer non-linear programming (MINLP) problem that is known as NP-hard. The original optimization problem is relaxed into a linear programming (LP) problem and a heuristic algorithm minimizing the content download time and operating in a polynomial time is proposed based on the 2-opt algorithm. Simulation results demonstrate that the proposed algorithm can achieve near-optimal performance to the MINLP optimal solution and can reduce the content download time compared with other algorithms by choosing proper chunk size and sharing order.
Keywords
computational complexity; integer programming; linear programming; mobile radio; nonlinear programming; wide area networks; wireless LAN; 2-opt algorithm; MINLP problem; NP-hard problem; WLAN; WWAN; content chunk size; content download time minimization; downloaded content sharing; heuristic algorithm; linear programming problem; mixed integer nonlinear programming problem; mobile collaborative community; multiple mobile nodes; optimization problem; polynomial time; received chunk sharing order; wireless local area network; wireless wide area network; Collaboration; Manganese; Mobile communication; Optimization; Silicon; Wireless LAN; Wireless communication; Mobile collaborative community; content download; local search of sorting order (LSSO) algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (ICC), 2014 IEEE International Conference on
Conference_Location
Sydney, NSW
Type
conf
DOI
10.1109/ICC.2014.6883697
Filename
6883697
Link To Document