An Efficient Auction-based Mechanism for Mobile Data Offloading

The opportunistic utilization of third party WiFi access devices to offload customer traffic from the mobile network has recently gained momentum as a promising approach to increase the network capacity and simultaneously reduce the energy consumption of the radio access network (RAN) infrastructure. To foster the opportunistic utilization of unexploited Internet connections, we propose a new and open market where a mobile operator can lease the bandwidth made available by third parties (residential users or private companies) through their access points to increase dynamically (and adaptively) the network capacity. We formulate the offloading problem as a reverse auction considering the most general case of partial covering of the traffic to be offloaded. We discuss the conditions (i) to offload the maximum amount of data traffic according to the capacity made available by third party access devices, (ii) to foster the participation of access point owners (individual rationality), and (iii) to prevent market manipulation (incentive compatibility). Finally, we propose three alternative greedy algorithms that efficiently solve the offloading problem, even for large-size network scenarios.

[1]  Xia Zhou,et al.  eBay in the Sky: strategy-proof wireless spectrum auctions , 2008, MobiCom '08.

[2]  K. K. Ramakrishnan,et al.  iDEAL: Incentivized Dynamic Cellular Offloading via Auctions , 2013, IEEE/ACM Transactions on Networking.

[3]  Mingyan Liu,et al.  Revenue generation for truthful spectrum auction in dynamic spectrum access , 2009, MobiHoc '09.

[4]  Raj Jain,et al.  The art of computer systems performance analysis - techniques for experimental design, measurement, simulation, and modeling , 1991, Wiley professional computing.

[5]  Tim Roughgarden,et al.  Algorithmic Game Theory , 2007 .

[6]  Paolo Santi,et al.  The COMMIT Protocol for Truthful and Cost-Efficient Routing in Ad Hoc Networks with Selfish Nodes , 2008, IEEE Transactions on Mobile Computing.

[7]  M. Chatterjee,et al.  An Economic Framework for Dynamic Spectrum Access and Service Pricing , 2009, IEEE/ACM Transactions on Networking.

[8]  Ulas C. Kozat,et al.  Wireless Network Virtualization as A Sequential Auction Game , 2010, 2010 Proceedings IEEE INFOCOM.

[9]  Guohong Cao,et al.  Win-Coupon: An incentive framework for 3G traffic offloading , 2011, 2011 19th IEEE International Conference on Network Protocols.

[10]  Seung-Jae Han,et al.  Integration of 802.11 and third-generation wireless data networks , 2003, IEEE INFOCOM 2003. Twenty-second Annual Joint Conference of the IEEE Computer and Communications Societies (IEEE Cat. No.03CH37428).

[11]  Saswati Sarkar,et al.  Spectrum Auction Framework for Access Allocation in Cognitive Radio Networks , 2010, IEEE/ACM Transactions on Networking.

[12]  R. Srikant,et al.  DARWIN: distributed and adaptive reputation mechanism for wireless ad-hoc networks , 2007, MobiCom '07.

[13]  Antonio Capone,et al.  A truthful auction for access point selection in heterogeneous mobile networks , 2012, 2012 IEEE International Conference on Communications (ICC).

[14]  J. Walrand,et al.  An Efficient Mechanism for Network Bandwidth Auction , 2008, NOMS Workshops 2008 - IEEE Network Operations and Management Symposium Workshops.

[15]  MaloneDavid,et al.  Modeling the 802.11 distributed coordination function in nonsaturated heterogeneous conditions , 2007 .

[16]  Xia Zhou,et al.  TRUST: A General Framework for Truthful Double Spectrum Auctions , 2009, IEEE INFOCOM 2009.

[17]  Arun Venkataramani,et al.  Augmenting mobile 3G using WiFi , 2010, MobiSys '10.

[18]  Shaojie Tang,et al.  Dealing with Selfishness and Moral Hazard in Noncooperative Wireless Networks , 2010, IEEE Transactions on Mobile Computing.

[19]  Raj Jain,et al.  The Art of Computer Systems Performance Analysis : Tech-niques for Experimental Design , 1991 .

[20]  Sammy Chan,et al.  Multi-Path Routing and Forwarding in Non-Cooperative Wireless Networks , 2014, IEEE Transactions on Parallel and Distributed Systems.

[21]  Guohong Cao,et al.  An Incentive Framework for Cellular Traffic Offloading , 2014, IEEE Transactions on Mobile Computing.

[22]  Jason Flinn,et al.  Intentional networking: opportunistic exploitation of mobile network diversity , 2010, MobiCom.

[23]  Song Guo,et al.  A Truthful QoS-Aware Spectrum Auction with Spatial Reuse for Large-Scale Networks , 2014, IEEE Transactions on Parallel and Distributed Systems.

[24]  D. Malone,et al.  Modeling the 802.11 Distributed Coordination Function in Nonsaturated Heterogeneous Conditions , 2007, IEEE/ACM Transactions on Networking.

[25]  Yanjiao Chen,et al.  A reverse auction framework for access permission transaction to promote hybrid access in femtocell network , 2012, 2012 Proceedings IEEE INFOCOM.