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Mobility-based Proactive Multicast for Seamless Mobility Support in Cellular Network Environments

Published: 09 August 2017 Publication History

Abstract

Information-Centric Networking (ICN) is receiver driven, asynchronous and location-independent, hence it natively supports client-mobility. However, post-handover delay is a problem for delay-sensitive mobile applications, as they need to (re-)submit their subscriptions and wait for them to get resolved and (probably re-) transmitted before receiving the demanded data. To avoid this problem and optimize performance, this paper proposes a Mobility-based Proactive Multicast (MPM) scheme. Unlike reactive or blind multicast solutions proposed in the past, MPM takes autonomous decisions locally at various network access points (cells) prior to the movement of mobile clients, using a semi-Markov mobility prediction model that predicts next-cell transitions, along with anticipating the duration between the transitions for an arbitrary user in a cellular network. Since cellular backhaul links are typically a bottleneck, MPM trades-off effectively part of the capacity of the (congested) backhaul link for a decreased delay experienced by users after handovers thanks to a congestion pricing scheme used for backhaul capacity allocation. Our preliminary performance evaluation results show that MPM captures well the temporal locality of mobile requests due to the semi-Markov mobility prediction model, hence it achieves a better performance compared to both a (i) blind/naïve multicast and a (ii) content popularity-based proactive multicast.

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References

[1]
Haitham Abu-Ghazaleh and Attahiru Sule Alfa. 2010. Application of Mobility Prediction in Wireless Networks Using Markov Renewal Theory. IEEE Trans. Vehicular Technology 59, 2 (2010).
[2]
Suman Banerjee, Bobby Bhattacharjee, and Christopher Kommareddy. USA, August, 2002. Scalable application layer multicast. In Proc. of the ACM SIGCOMM Conf. on Applications, Technologies, Architectures, and Protocols for Computer Comm.
[3]
Ejder Bastug, Mehdi Bennis, and Mérouane Debbah. 2014. Living on the edge: The role of proactive caching in 5G wireless networks. IEEE Comm. Magazine 52, 8 (2014).
[4]
Ioana Burcea, Hans-Arno Jacobsen, Eyal de Lara, Vinod Muthusamy, and Milenko Petrovic. USA, January, 2004. Disconnected Operation in Publish/Subscribe Middleware. In IEEE Int. Conf. on Mobile Data Management.
[5]
M.-H. Chiu and M. A. Bassiouni. 2000. Predictive Schemes for Handoff Prioritization in Cellular Networks Based on Mobile Positioning. IEEE Journal on Selected Areas in Comm. 18, 3 (March 2000).
[6]
Rémi Choquet, Arnaud Béchet, and Yann Guédon. 2014. Applications of hidden hybrid Markov/semi-Markov models: from stopover duration to breeding success dynamics. Ecology and Evolution 4, 6 (2014).
[7]
Yang-hua Chu, Sanjay G Rao, and Hui Zhang. 2000. A case for end system multicast. In ACM SIGMETRICS Performance Evaluation Review, Vol. 28. ACM.
[8]
Pralhad Deshpande, Anand Kashyap, Chul Sung, and Samir R Das. Poland, June, 2009. Predictive methods for improved vehicular Wi-Fi access. In Proc. of the int. conf. on Mobile systems, applications, and services.
[9]
Robert W. Floyd. 1964. Algorithm 245: Treesort. Comm. ACM 7, 12 (1964).
[10]
Abdulbaset Gaddah and Thomas Kunz. 2010. Extending mobility to publish/subscribe systems using a pro-active caching approach. Mobile Information Systems 6, 4 (2010).
[11]
Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, and Giuseppe Caire. USA, March, 2012. FemtoCaching: Wireless video content delivery through distributed caching helpers. In Proc. of the IEEE INFOCOM.
[12]
Konstantinos V. Katsaros, George Xylomenos, and George C. Polyzos. Turkey, May, 2012. GlobeTraff: A Traffic Workload Generator for the Performance Evaluation of Future Internet Architectures. In Int. Conf. on New Technologies, Mobility and Security.
[13]
Jong-Kwon Lee and Jennifer C Hou. Italy, May, 2006. Modeling steady-state and transient behaviors of user mobility: formulation, analysis, and application. In Proc. of the ACM int. symposium on Mobile ad hoc networking and computing.
[14]
Arunesh Mishra, Min-ho Shin, and WA Arbaush. Hong Kong, March, 2004. Context caching using neighbor graphs for fast handoffs in a wireless network. In Proc. of the Annual Joint Conf. of the IEEE Computer and Comm. Societies, INFOCOM.
[15]
Apollinaire Nadembega, Abdelhakim Hafid, and Tarik Taleb. 2015. A Destination and Mobility Path Prediction Scheme for Mobile Networks. IEEE Trans. Vehicular Technology 64, 6 (2015).
[16]
S. Pack, H. Jung, T. Kwon, and Y. Choi. 2005. SNC: A Selective Neighbor Caching Scheme for Fast Handoff in IEEE 802.11 Wireless Networks. ACM Mobile Computing and Comm. Review 9, 4 (October 2005).
[17]
Vasilios A. Siris, Xenofon Vasilakos, and George C. Polyzos. Australia, June, 2014. Efficient proactive caching for supporting seamless mobility. In Proc. of IEEE Int. Symposium on a World of Wireless, Mobile and Multimedia Networks.
[18]
Xenofon Vasilakos, Vasilios A. Siris, and George C. Polyzos. 2016. Addressing niche demand based on joint mobility prediction and content popularity caching. Computer Networks 110 (2016).
[19]
Xenofon Vasilakos, Vasilios A. Siris, George C. Polyzos, and Marios Pomonis. Finland, August, 2012. Proactive selective neighbor caching for enhancing mobility support in information-centric networks. In ACM Proc. of the ICN Workshop.
[20]
George Xylomenos, Christopher N. Ververidis, Vasilios A. Siris, Nikos Fotiou, Christos Tsilopoulos, Xenofon Vasilakos, Konstantinos V. Katsaros, and George C. Polyzos. 2014. A Survey of Information-Centric Networking Research. IEEE Comm. Surveys and Tutorials 16, 2 (2014).
[21]
Feixiong Zhang, Chenren Xu, Yanyong Zhang, K. K. Ramakrishnan, Shreyasee Mukherjee, Roy D. Yates, and Thu D. Nguyen. USA, June, 2015. EdgeBuffer: Caching and prefetching content at the edge in the MobilityFirst future Internet architecture. In IEEE Int. Symposium on A World of Wireless, Mobile and Multimedia Networks.
[22]
Ben Yanbin Zhao, John Kubiatowicz, Anthony D Joseph, et al. 2001. Tapestry: An infrastructure for fault-tolerant wide-area location and routing. (2001).

Cited By

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  • (2024)Intelligent Seamless Handover in Next-Generation NetworksIEEE Transactions on Consumer Electronics10.1109/TCE.2023.334041670:1(1566-1579)Online publication date: Feb-2024
  • (2022)Network Mobility Management Challenges, Directions, and Solutions: An Architectural PerspectiveElectronics10.3390/electronics1117269611:17(2696)Online publication date: 28-Aug-2022
  • (2021)A Hybrid User Mobility Prediction Approach for Handover Management in Mobile NetworksTelecom10.3390/telecom20200132:2(199-212)Online publication date: 6-May-2021
  • Show More Cited By

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      cover image ACM Conferences
      MECOMM '17: Proceedings of the Workshop on Mobile Edge Communications
      August 2017
      67 pages
      ISBN:9781450350525
      DOI:10.1145/3098208
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 09 August 2017

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      Author Tags

      1. markov
      2. mobility prediction
      3. proactive multicast

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      SIGCOMM '17
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      SIGCOMM '17: ACM SIGCOMM 2017 Conference
      August 21, 2017
      CA, Los Angeles, USA

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      View all
      • (2024)Intelligent Seamless Handover in Next-Generation NetworksIEEE Transactions on Consumer Electronics10.1109/TCE.2023.334041670:1(1566-1579)Online publication date: Feb-2024
      • (2022)Network Mobility Management Challenges, Directions, and Solutions: An Architectural PerspectiveElectronics10.3390/electronics1117269611:17(2696)Online publication date: 28-Aug-2022
      • (2021)A Hybrid User Mobility Prediction Approach for Handover Management in Mobile NetworksTelecom10.3390/telecom20200132:2(199-212)Online publication date: 6-May-2021
      • (2018)LL-MEC: Enabling Low Latency Edge Applications2018 IEEE 7th International Conference on Cloud Networking (CloudNet)10.1109/CloudNet.2018.8549500(1-7)Online publication date: Oct-2018

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