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Coff: Contact-Duration-Aware Cellular Traffic Offloading Over Delay Tolerant Networks | IEEE Journals & Magazine | IEEE Xplore

Coff: Contact-Duration-Aware Cellular Traffic Offloading Over Delay Tolerant Networks


Abstract:

In recent years, the capacity of cellular networks has hardly kept pace with the dramatic explosion of cellular traffic from emerging mobile applications. To address this...Show More

Abstract:

In recent years, the capacity of cellular networks has hardly kept pace with the dramatic explosion of cellular traffic from emerging mobile applications. To address this issue, a number of studies have been proposed to offload the cellular traffic using delay-tolerant networks (DTNs) opportunistically formed by mobile devices. These offloading schemes rely on the assumption of small-size content, which can be entirely transmitted over a single DTN contact. However, such an assumption, which was probably valid in the past, can no longer hold with the increasing popularity of large-size multimedia contents in the future. In this paper, we propose a novel contact-duration-aware offloading scheme called Coff, which consists of several designs that are specially tailored for DTNs. First, we use content fragmentation to utilize short contacts. Second, we adopt network coding to achieve a near-optimum dissemination. Finally, we design a greedy load allocation (GLA) algorithm to achieve no less than (\mbox{1}-\mbox{1}/e) of the optimum. Extensive simulations on both synthetic and real-world traces show that Coff is more efficient than the baselines, which extend from state-of-art DTN-based offloading schemes with content fragmentation and network coding.
Published in: IEEE Transactions on Vehicular Technology ( Volume: 64, Issue: 11, November 2015)
Page(s): 5257 - 5268
Date of Publication: 18 December 2014

ISSN Information:

Funding Agency:

Author image of Zhi Li
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Zhi Li received the B.S. degree from Xidian University, Xi'an, China, in 2008 and the Ph.D. degree from the Graduate University of Chinese Academy of Sciences, Beijing, China, in 2013.
He is currently an Assistant Researcher with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, China Academy of Sciences, Beijing. His research interests include mobile computing, dela...Show More
Zhi Li received the B.S. degree from Xidian University, Xi'an, China, in 2008 and the Ph.D. degree from the Graduate University of Chinese Academy of Sciences, Beijing, China, in 2013.
He is currently an Assistant Researcher with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, China Academy of Sciences, Beijing. His research interests include mobile computing, dela...View more
Author image of Yan Liu
School of Software and Microelectronics, Peking University, Beijing, China
Yan Liu received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1992, 1995, and 1998, respectively.
She is currently an Associate Professor with the School of Software and Microelectronics, Peking University, Beijing, China. Her research interests include wireless communications, computer networks, and software engineering.
Ms. Liu is also a Senior Member of the C...Show More
Yan Liu received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1992, 1995, and 1998, respectively.
She is currently an Associate Professor with the School of Software and Microelectronics, Peking University, Beijing, China. Her research interests include wireless communications, computer networks, and software engineering.
Ms. Liu is also a Senior Member of the C...View more
Author image of Hongsong Zhu
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Hongsong Zhu (M'12) received the B.S. degree from the University of Science and Technology of China, Hefei, China, in 1995; the M.E. degree from the Institute of Software, Chinese Academy of Sciences (CAS), Beijing, China, in 2000; and the Ph.D. degree from the Institute of Computing Technology, CAS, in 2009.
He is an Associate Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of...Show More
Hongsong Zhu (M'12) received the B.S. degree from the University of Science and Technology of China, Hefei, China, in 1995; the M.E. degree from the Institute of Software, Chinese Academy of Sciences (CAS), Beijing, China, in 2000; and the Ph.D. degree from the Institute of Computing Technology, CAS, in 2009.
He is an Associate Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of...View more
Author image of Limin Sun
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Limin Sun (M'12) received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1988, 1995, and 1998, respectively.
He is currently a Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Sciences (CAS), Beijing, China. He is also the Chair of Beijing Key Laboratory of Internet of Thing...Show More
Limin Sun (M'12) received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1988, 1995, and 1998, respectively.
He is currently a Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Sciences (CAS), Beijing, China. He is also the Chair of Beijing Key Laboratory of Internet of Thing...View more

Author image of Zhi Li
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Zhi Li received the B.S. degree from Xidian University, Xi'an, China, in 2008 and the Ph.D. degree from the Graduate University of Chinese Academy of Sciences, Beijing, China, in 2013.
He is currently an Assistant Researcher with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, China Academy of Sciences, Beijing. His research interests include mobile computing, delay-tolerant networks, fog computing, wireless cache networks, and wireless security.
Zhi Li received the B.S. degree from Xidian University, Xi'an, China, in 2008 and the Ph.D. degree from the Graduate University of Chinese Academy of Sciences, Beijing, China, in 2013.
He is currently an Assistant Researcher with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, China Academy of Sciences, Beijing. His research interests include mobile computing, delay-tolerant networks, fog computing, wireless cache networks, and wireless security.View more
Author image of Yan Liu
School of Software and Microelectronics, Peking University, Beijing, China
Yan Liu received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1992, 1995, and 1998, respectively.
She is currently an Associate Professor with the School of Software and Microelectronics, Peking University, Beijing, China. Her research interests include wireless communications, computer networks, and software engineering.
Ms. Liu is also a Senior Member of the China Computer Federation.
Yan Liu received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1992, 1995, and 1998, respectively.
She is currently an Associate Professor with the School of Software and Microelectronics, Peking University, Beijing, China. Her research interests include wireless communications, computer networks, and software engineering.
Ms. Liu is also a Senior Member of the China Computer Federation.View more
Author image of Hongsong Zhu
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Hongsong Zhu (M'12) received the B.S. degree from the University of Science and Technology of China, Hefei, China, in 1995; the M.E. degree from the Institute of Software, Chinese Academy of Sciences (CAS), Beijing, China, in 2000; and the Ph.D. degree from the Institute of Computing Technology, CAS, in 2009.
He is an Associate Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS. His current research interests include wireless system security, biometric security, and security of Internet of Things.
Hongsong Zhu (M'12) received the B.S. degree from the University of Science and Technology of China, Hefei, China, in 1995; the M.E. degree from the Institute of Software, Chinese Academy of Sciences (CAS), Beijing, China, in 2000; and the Ph.D. degree from the Institute of Computing Technology, CAS, in 2009.
He is an Associate Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, CAS. His current research interests include wireless system security, biometric security, and security of Internet of Things.View more
Author image of Limin Sun
Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Science, Beijing, China
Limin Sun (M'12) received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1988, 1995, and 1998, respectively.
He is currently a Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Sciences (CAS), Beijing, China. He is also the Chair of Beijing Key Laboratory of Internet of Things Security. He has led dozens of important projects, including National 973 projects, key projects of the National Natural Science Foundation of China and national major and pilot projects of CAS. He is the author of five academic books and 130 papers in journals such as IEEE Transactions on Parallel and Distributed Systems, ACM Transactions on Sensor Networks, and the IEEE Transactions on Mobile Computing, as well as in international conferences such as the ACM Conference on Embedded Networked Sensor Systems; the ACM International Conference on Mobile Systems, Applications, and Services; the ACM International Conference on Mobile Computing and Networking; the International Conference on Distributed Computing Systems; and the IEEE Conference on Computer Communications. He was granted more than 30 patents and software copyrights. His research interests include wireless sensor networks, Internet of Things and its security, and intelligent transportation systems.
Dr. Sun serves as the Deputy Chair for the China Computer Federation Technical Committee on Sensor Networks. He is a Senior Member of the China Computer Federation.
Limin Sun (M'12) received the B.S., M.S., and D.Sc. degrees from the National University of Defense Technology, Changsha, China, in 1988, 1995, and 1998, respectively.
He is currently a Professor with the Beijing Key Laboratory of IOT Information Security Technology, Institute of Information Engineering, Chinese Academy of Sciences (CAS), Beijing, China. He is also the Chair of Beijing Key Laboratory of Internet of Things Security. He has led dozens of important projects, including National 973 projects, key projects of the National Natural Science Foundation of China and national major and pilot projects of CAS. He is the author of five academic books and 130 papers in journals such as IEEE Transactions on Parallel and Distributed Systems, ACM Transactions on Sensor Networks, and the IEEE Transactions on Mobile Computing, as well as in international conferences such as the ACM Conference on Embedded Networked Sensor Systems; the ACM International Conference on Mobile Systems, Applications, and Services; the ACM International Conference on Mobile Computing and Networking; the International Conference on Distributed Computing Systems; and the IEEE Conference on Computer Communications. He was granted more than 30 patents and software copyrights. His research interests include wireless sensor networks, Internet of Things and its security, and intelligent transportation systems.
Dr. Sun serves as the Deputy Chair for the China Computer Federation Technical Committee on Sensor Networks. He is a Senior Member of the China Computer Federation.View more
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