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A Pricing-Aware Resource Scheduling Framework for LTE Networks | IEEE Journals & Magazine | IEEE Xplore

A Pricing-Aware Resource Scheduling Framework for LTE Networks


Abstract:

Long term evolution (LTE) is a standard widely used in cellular networks today. Both resource scheduling and pricing are two critical issues. However, existing studies ad...Show More

Abstract:

Long term evolution (LTE) is a standard widely used in cellular networks today. Both resource scheduling and pricing are two critical issues. However, existing studies address them separately, making the goals of improving system performance and increasing operator revenue conflicting. This paper proposes a pricing-aware resource scheduling (PARS) framework to conquer this conflict. It classifies users into three levels and has scheduling and pricing modules, which are installed in a base station and the core network of LTE, respectively. The scheduling module uses three-layer schedulers to assign resource to a flow by considering its packet delay, traffic amount, channel condition, and user level. The pricing module uses price elasticity of demand in economics to adaptively adjust the amount of money charged to users. Through experiments by LTE-Sim, we show that PARS achieves a good balance between performance and revenue, and provides quality of service for the flows with strict delay concerns.
Published in: IEEE/ACM Transactions on Networking ( Volume: 25, Issue: 3, June 2017)
Page(s): 1445 - 1458
Date of Publication: 06 December 2016

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Funding Agency:

Author image of You-Chiun Wang
Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan
You-Chiun Wang (SM’13) received the Ph.D. degree in computer science from National Chiao-Tung University, Taiwan, in 2006. He is currently an Associate Professor with the Department of Computer Science and Engineering, National Sun Yat-sen University, Taiwan. He has authored over 60 papers and chapters. His research interests include wireless communications, mobile computing, and sensor networks. He served as TPC members ...Show More
You-Chiun Wang (SM’13) received the Ph.D. degree in computer science from National Chiao-Tung University, Taiwan, in 2006. He is currently an Associate Professor with the Department of Computer Science and Engineering, National Sun Yat-sen University, Taiwan. He has authored over 60 papers and chapters. His research interests include wireless communications, mobile computing, and sensor networks. He served as TPC members ...View more
Author image of Tzung-Yu Tsai
Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan
Tzung-Yu Tsai received the M.S. degree in computer science from National Sun Yat-sen University, Taiwan, in 2015. His research interest aims at LTE networks.
Tzung-Yu Tsai received the M.S. degree in computer science from National Sun Yat-sen University, Taiwan, in 2015. His research interest aims at LTE networks.View more

Author image of You-Chiun Wang
Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan
You-Chiun Wang (SM’13) received the Ph.D. degree in computer science from National Chiao-Tung University, Taiwan, in 2006. He is currently an Associate Professor with the Department of Computer Science and Engineering, National Sun Yat-sen University, Taiwan. He has authored over 60 papers and chapters. His research interests include wireless communications, mobile computing, and sensor networks. He served as TPC members of over 100 conferences including INFOCOM, ICDCS, and WCNC.
You-Chiun Wang (SM’13) received the Ph.D. degree in computer science from National Chiao-Tung University, Taiwan, in 2006. He is currently an Associate Professor with the Department of Computer Science and Engineering, National Sun Yat-sen University, Taiwan. He has authored over 60 papers and chapters. His research interests include wireless communications, mobile computing, and sensor networks. He served as TPC members of over 100 conferences including INFOCOM, ICDCS, and WCNC.View more
Author image of Tzung-Yu Tsai
Department of Computer Science and Engineering, National Sun Yat-sen University, Kaohsiung, Taiwan
Tzung-Yu Tsai received the M.S. degree in computer science from National Sun Yat-sen University, Taiwan, in 2015. His research interest aims at LTE networks.
Tzung-Yu Tsai received the M.S. degree in computer science from National Sun Yat-sen University, Taiwan, in 2015. His research interest aims at LTE networks.View more

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