Browse > Article
http://dx.doi.org/10.1109/JCN.2016.000066

Congestion Detection for QoS-enabled Wireless Networks and its Potential Applications  

Ramneek, Ramneek (Department of Grid and Supercomputing, Korea University of Science and Technology)
Hosein, Patrick (Department of Computer Science, the University of the West Indies)
Choi, Wonjun (Department of Grid and Supercomputing, Korea University of Science and Technology)
Seok, Woojin (Department of Advanced KREONET Application Support, Korea Institute of Science and Technology Information)
Publication Information
Abstract
We propose a mechanism for monitoring load in quality of service (QoS)-enabled wireless networks and show how it can be used for network management as well as for dynamic pricing. Mobile network traffic, especially video, has grown exponentially over the last few years and it is anticipated that this trend will continue into the future. Driving factors include the availability of new affordable, smart devices, such as smart-phones and tablets, together with the expectation of high quality user experience for video as one would obtain at home. Although new technologies such as long term evolution (LTE) are expected to help satisfy this demand, the fact is that several other mechanisms will be needed to manage overload and congestion in the network. Therefore, the efficient management of the expected huge data traffic demands is critical if operators are to maintain acceptable service quality while making a profit. In the current work, we address this issue by first investigating how the network load can be accurately monitored and then we show how this load metric can then be used to provide creative pricing plans. In addition, we describe its applications to features like traffic offloading and user satisfaction tracking.
Keywords
Cellular networks; congestion; long term evolution (LTE); mobile data offloading; pricing; quality of service (QoS); scheduling; wireless networks;
Citations & Related Records
연도 인용수 순위
  • Reference
1 M. Andrews, G. Bruns, and H. Lee, "Calculating the benefits of sponsored data for an individual content provider," in Proc. CISS, Mar. 2014.
2 Policy and charging control architecture (3GPP TS 23.203 version 12.7.0 Release 12). [Online]. Available: http://www.3gpp.org, Dec. 2014.
3 S. Sen, C. J.-Wong, S. Ha, and M. Chiang, "A survey of smart data pricing: Past proposals, current plans, and future trends," ACM Comput. Surv., vol. 46, no. 2, Article 15, Nov. 2013.
4 A. Odlyzko, "Paris metro pricing for the Internet," in Proc. ACM EC, New York, NY, USA, pp. 140-147.
5 S.Wahlmueller, P. Zwickl, and P. Reichl, "Pricing and regulating quality of experience," in Proc. NGI, June 2012.
6 A. Gupta, D. Stahl, and A. Whinston, "Priority pricing of integrated services networks," Internet Economics, L. W. McKnight and J. P. Bailey, Eds. The MIT Press, Cambridge, MA, 323-352, 1997.
7 F. Kelly, "On tariffs, policing, and admissions control for multiservice networks," Oper. Res. Lett., vol. 15, pp. 1-9, 1994.   DOI
8 F. Rebecchi et el., "Data offloading techniques in cellular networks: A survey," IEEE Commun. Surveys & Tutorials, vol. 17, no. 2, pp. 580-603.   DOI
9 K. Lee, J. Lee, Y. Yi, I. Rhee, and S. Chong, "Mobile data offloading: How much can WiFi deliver?," IEEE/ACM Trans. Netw., vol. 21, no. 2, pp. 536-550, 2013.   DOI
10 M. H. Cheung and J. Huang, "Optimal delayed Wi-Fi offloading," in Proc. WiOpt, May 2013, pp. 564-571.
11 H. Eom et al., "Machine learning-based runtime scheduler for mobile offloading framework," in Proc. IEEE/ACM UCC, Dec. 2013, pp. 17-25.
12 Y. Li et al., "Multiple mobile data offloading through delay tolerant networks," in Proc. ACM CHANTS, 2011, pp. 43-48.
13 A. Aijaz, H. Aghvami, and M. Amani, "A survey on mobile data offloading: Technical and business perspectives," IEEE Wireless Commun., vol. 20, no. 2, pp. 104-112, 2013.   DOI
14 [Online]. Available: http://www.speedtest.net
15 C. Kreibich, N. Weaver, B. Nechaev, and V. Paxson, "Netalyzr: Illuminating the edge network," in Proc. ACM IMC, 2010, pp 246-259.
16 [Online]. Available: http://www.broadbandspeedchecker.co.uk/
17 [Online]. Available: http://www.cnet.com/internet-speed-test/
18 [Online]. Available: http://www.nsnam.org/docs/release/3.10/manual/html/lte.html
19 [Online]. Available: http://www.nsnam.org/docs/release/3.18/models/singlehtml/index.html# document-lte
20 "Mobile broadband capacity constraints and the need for optimization," Rysavy Research, Feb. 2010.
21 H. Zhang, X. Zhang, B. Fan, and L. Shao, "Adaptive fast TCP," in Proc. ICFN, Jan. 2010, pp. 114-118.
22 G. Song and Y. (G). Li, "Cross-layer optimization for OFDM wireless network: Part I and part II," IEEE Trans. Wireless Commun., vol. 4, no. 2, pp. 614-634, Mar. 2005.   DOI
23 F. Kelly, "Charging and rate control for elastic traffic," European Trans. Telecommun., vol. 8, pp. 33-37, 1997.   DOI
24 P. Hosein, "QoS control for WCDMA high speed packet data," in Proc. IEEE WCNC,, Stockholm, Sweden, Sept. 2002.
25 K. Xu, Y. Tian, and N. Ansari, "Improving TCP performance in integrated wireless communication networks," Elsevier Comput. Netw., col. 47, pp. 219-237, 2005.   DOI
26 H. Mzoughi, F. Zarai, M. S. Obaidat, and L. Kamoun, "3GPP LTEadvanced congestion control based on MIH protocol," IEEE Syst. J., no. 99, pp. 1-11.
27 A. Zolfaghari and H. Taheri, "Queue-aware scheduling and congestion control for LTE," in Proc. ICON, Dec. 2012, pp.131-136.
28 R. Kwan, R. Arnott, R. Trivisonno, and M. Kubota, "On pre-emption and congestion control for LTE systems," in Proc. IEEE VTC, Sept. 2010.
29 P. Hosein, "Pricing for QoS-based wireless data services and its impact on radio resource management," in Proc. IEEE GLOBECOM Workshops, Miami, USA, Dec. 2010.
30 W. Premchaiswadi and S. Pattanavichai, "Pricing model and real options in 4G LTE mobile network," in Proc. IEEE/ACIS SNPD, Aug. 2012.
31 Report: 45% of operators now offer at least one zero-rated app. [Online]. Available: http://www.fiercewireless.com, Feb. 2015.
32 A.Y. Ding et al., "Enabling energy-aware collaborative mobile data offloading for smartphones," in Proc. IEEE SECON, June 2013, pp. 487-495.
33 "Cisco Visual Networking Index: Global Mobile Data Traffic Forecast Update, 2014-2019," Cisco Whitepaper, www.cisco.com.
34 "Traffic and market report, June 2012," www.ericsson.com.
35 L. Gao, G. Iosifidis, J. Huang, L. Tassiulas, and D. Li, "Bargaining-based mobile data offloading," IEEE J. Sel. Areas Commun., vol. 32, no. 6, pp. 1114-1125, 2014.   DOI