Exploring analytical models for proactive resource management in highly mobile environments

Article

Kirsal, Y., Paranthaman, V. and Mapp, G. 2018. Exploring analytical models for proactive resource management in highly mobile environments. International Journal of Computers, Communications and Control. 13 (5), pp. 837-852. https://doi.org/10.15837/ijccc.2018.5.3349
TypeArticle
TitleExploring analytical models for proactive resource management in highly mobile environments
AuthorsKirsal, Y., Paranthaman, V. and Mapp, G.
Abstract

In order to provide ubiquitous communication, seamless connectivity is now required in all environments including highly mobile networks. By using vertical handover techniques it is possible to provide uninterrupted communication as connections are dynamically switched between wireless networks as users move around. However, in a highly mobile environment, traditional reactive approaches to handover are inadequate. Therefore, proactive handover techniques, in which mobile nodes attempt to determine the best time and place to handover to local networks, are actively being investigated in the context of next-generation mobile networks. Using this approach, it is possible to enhance channel allocation and resource management by using probabilistic mechanisms; because, it is possible to explicitly detect contention for resources. This paper presents a proactive approach for resource allocation in highly mobile networks and analyzed the user contention for common resources such as radio channels in highly mobile wireless networks. The proposed approach uses an analytical modelling approach to model the contention and results are obtained showing enhanced system performance. Based on these results an operational space has been explored and are shown to be useful for emerging future networks such as 5G by allowing base stations to calculate the probability of contention based on the demand for network resources. This study indicates that the proactive model enhances handover and resource allocation for highly mobile networks. This paper analyzed the effects of and alpha and beta, in effect, how these parameters affect the proactive resource allocation requests in the contention queue has been modelled for any given scenario from the conference paper "Exploring analytical models to maintain quality-of-service for resource management using a proactive approach in highly mobile environments".

PublisherCCC Publications
JournalInternational Journal of Computers, Communications and Control
ISSN1841-9844
Publication dates
Online29 Sep 2018
Publication process dates
Deposited13 Nov 2020
Accepted01 Sep 2018
Output statusPublished
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© 2018
This work is licensed under a Creative Commons Attribution-Non Commercial 4.0 International License.

Digital Object Identifier (DOI)https://doi.org/10.15837/ijccc.2018.5.3349
LanguageEnglish
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Shaikh, F., Lasebae, A., Mapp, G. and Middlesex University 2008. Proactive policy management for heterogeneous networks. 3rd International Conference on Information and Communication Technologies: from Theory to Applications (ICTTA 2008). Umayyad Palace, Damascus, Syria 07 - 11 Apr 2008
Client-based SBM layer for predictive management of traffic flows in heterogeneous networks
Shaikh, F., Lasebae, A., Mapp, G. and Middlesex University 2006. Client-based SBM layer for predictive management of traffic flows in heterogeneous networks. 2nd IEEE International Conference on Information and Communication Technologies: from Theory to Applications (ICTTA 2006). Damascus, Syria 24 - 28 Apr 2006
Tripwire: a synchronization primitive for virtual memory mapped communication.
Riddoch, D., Pope, S., Roberts, D., Mapp, G., Clarke, D., Ingram, D., Mansley, K., Hopper, A., AT&T Laboratories Cambridge and Laboratory for Communications Engineering 2001. Tripwire: a synchronization primitive for virtual memory mapped communication. Journal for Interconnection Networks. 2 (3), pp. 345-364. https://doi.org/10.1142/S0219265901000439
Traffic modelling in WLANs and cellular networks.
Gemikonakli, E., Mapp, G., Gemikonakli, O., Ever, E. and Middlesex University 2011. Traffic modelling in WLANs and cellular networks. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
A survey of network coverage prediction mechanisms in 4G heterogeneous wireless networks.
Shaikh, F., Mapp, G., Lasebae, A., British Institute of Technology and e-Commerce and Middlesex University 2011. A survey of network coverage prediction mechanisms in 4G heterogeneous wireless networks. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Exploring the concept of scope to provide better security for internet services.
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Middlesex University and Loughborough University 2011. Exploring the concept of scope to provide better security for internet services. First Global Conference on Communication, Science and Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
The development of a dynamic and robust event-based routing protocol in wireless sensor networks for environment monitoring.
Rantisi, M., Maquosi, A., Mapp, G., Gemikonakli, O., PSUT University, Petra University and Middlesex University 2011. The development of a dynamic and robust event-based routing protocol in wireless sensor networks for environment monitoring. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Enhancing naming and location services to support multi-homed devices in heterogeneous environments
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Augusto, M., Vanni, R., Moreira, E., Middlesex University, Loughborough University and University of Sao Paulo 2011. Enhancing naming and location services to support multi-homed devices in heterogeneous environments. First Conference on Communication, Science and Information Enginneering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Networked surfaces: a new concept in mobile networking
Scott, J., Hoffman, F., Addlesee, M., Mapp, G., Hopper, A., Laboratory for Communications Engineering, AT&T Laboratories Cambridge and Cambridge University Engineering Department 2002. Networked surfaces: a new concept in mobile networking. Mobile Networks and Applications. 7 (5), pp. 353-364. https://doi.org/10.1023/A:1016539632660
Virtual memory support for distributed computing environments using a shared data object model
Huang, F., Bacon, J., Mapp, G. and University of Cambridge 1995. Virtual memory support for distributed computing environments using a shared data object model. Distributed Systems Engineering. 2 (4), pp. 202-211. https://doi.org/10.1088/0967-1846/2/4/003
Proactive policy management using TBVH mechanism in heterogeneous networks.
Shaikh, F., Mapp, G., Lasebae, A. and Middlesex University 2007. Proactive policy management using TBVH mechanism in heterogeneous networks. Proceedings of the International Conference and Exhibition on 'Next Generation Mobile Application, Services and Technologies' (NGMAST 2007). Cardiff, Wales 12 - 14 Sep 2007
Balancing streaming and demand accesses in a network based storage environment.
Thakker, D., Mapp, G., Gemikonakli, O. and Middlesex University 2010. Balancing streaming and demand accesses in a network based storage environment. in: Sobh, T., Elleithy, K. and Mahmood, A. (ed.) Novel algorithms and techniques in telecommunications and networking. London, New York Springer. pp. 403-408
A QoS framework for heterogeneous networking
Aiash, M., Mapp, G., Lasebae, A., Augusto, M., Vanni, R. and Moreira, E. 2011. A QoS framework for heterogeneous networking. ICWN'11: The 2011 International Conference of Wireless Networks (held as part of WCE 2011). London, UK 06 - 08 Jul 2011
Impacts of buffering voice calls in integrated voice and data services
Gemikonakli, E., Gemikonakli, O., Ever, E., Mapp, G. and Institute of Electrical and Electronics Engineers 2011. Impacts of buffering voice calls in integrated voice and data services. Al-Dabass, D., Orsoni, A., Cant, R. and Abraham, A. (ed.) IEEE. pp. 507-512 https://doi.org/10.1109/UKSIM.2011.103
Exploring multi-homing issues in heterogeneous networks
Mapp, G., Aiash, M., Guardia, H., Crowcroft, J., Institute of Electrical and Electronics Engineers, Middlesex University, Federal University of Sao Paulo and University of Cambridge 2011. Exploring multi-homing issues in heterogeneous networks. IEEE. pp. 690-695 https://doi.org/10.1109/WAINA.2011.140
Y-Comm research [web page]
Mapp, G., Middlesex University, University of Cambridge, University of Sao Paulo and Loughborough University 2008. Y-Comm research [web page]. Middlesex University.
Exploring gate-limited analytical models for high-performance network storage servers
Mapp, G., Thakker, D., Gemikonakli, O. and Middlesex University 2011. Exploring gate-limited analytical models for high-performance network storage servers. Journal of Computer and System Sciences. 77 (5). https://doi.org/10.1016/j.jcss.2010.08.002
Towards an integrated network security framework using the Y-Comm architecture
Mapp, G., Crowcroft, J. and Phan, R. 2010. Towards an integrated network security framework using the Y-Comm architecture. in: Jahankhani, H., Watson, D., Me, G. and Leonhardt, F. (ed.) Handbook of electronic security and digital forensics Singapore World Scientific Publishing Co. Pte Ltd. pp. 169-183
Providing security in 4G systems: unveiling the challenges
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Middlesex University and Loughborough University 2010. Providing security in 4G systems: unveiling the challenges. Atmaca, T., Palicot, J., Amor, N., Tsiatsos, T., Marot, M. and Dini, O. (ed.) IEEE. pp. 439-444 https://doi.org/10.1109/AICT.2010.24
The design of a storage architecture for mobile heterogeneous devices.
Mapp, G., Thakker, D. and Silcott, D. 2007. The design of a storage architecture for mobile heterogeneous devices. IEEE Computer Society. https://doi.org/10.1109/ICNS.2007.113
An architectural framework for heterogeneous networking.
Mapp, G., Cottingham, D., Shaikh, F., Vidales, P., Patanapongpibul, L., Baliosian, J. and Crowcroft, J. 2006. An architectural framework for heterogeneous networking. Vasiu, L. (ed.) Portugal Institute of Systems and Technologies of Information, Control and Communication.
Y-Comm: a global architecture for heterogeneous networking.
Mapp, G., Shaikh, F., Crowcroft, J., Cottingham, D. and Baliosian, J. 2007. Y-Comm: a global architecture for heterogeneous networking. 3rd International Conference on Wireless Internet. Austin, Texas
An analytical approach for performance analysis of handoffs in the next generation integrated cellular networks and WLANs
Kirsal, Y., Gemikonakli, E., Ever, E., Mapp, G., Gemikonakli, O. and Middlesex University 2010. An analytical approach for performance analysis of handoffs in the next generation integrated cellular networks and WLANs. IEEE. https://doi.org/10.1109/ICCCN.2010.5560093
Information for handover management in heterogeneous networks: data representation,languages and integrated platforms
Vanni, R., Branco, K., Moreira, E., Mapp, G., University of Sao Paulo and Middlesex University 2010. Information for handover management in heterogeneous networks: data representation,languages and integrated platforms. 7th International Conference on Information and Technology Management. Sao Paulo, Brazil 19 - 21 May 2010
Exploring Markov models for gate-limited service and their application to network-based services.
Mapp, G. 2009. Exploring Markov models for gate-limited service and their application to network-based services. Eight Mathematics of Networks Meeting. Cambridge 18 Sep 2009
Exploring a new Markov chain model for multiqueue systems.
Mapp, G., Thakker, D. and Gemikonakli, O. 2010. Exploring a new Markov chain model for multiqueue systems. Al-Dabass, D., Orsoni, A., Cant, R. and Abraham, A. (ed.) IEEE Computer Society. pp. 592-597 https://doi.org/10.1109/UKSIM.2010.113
Exploiting contextual handover information for versatile services in NGN environments.
Moreira, E., Cottingham, D., Crowcroft, J., Hui, P., Mapp, G., Vanni, R. and Institute of Electrical and Electronics Engineers 2007. Exploiting contextual handover information for versatile services in NGN environments. in: Digital Information Management, 2007. ICDIM '07. 2nd International Conference. IEEE Computer Society. pp. 506-512
Security models for heterogeneous networking
Mapp, G., Aiash, M., Lasebae, A. and Phan, R. 2010. Security models for heterogeneous networking. Katsikas, S. (ed.) 4th International Conference on Security and Cryptography. Athens, Greece 26 - 28 Jul 2010 IEEE. pp. 1-4
Modelling and performability analysis of network memory servers.
Gemikonakli, O., Mapp, G., Thakker, D., Ever, E. and Society for Modeling and Simulation International 2006. Modelling and performability analysis of network memory servers. in: 39th Annual Simulation Symposium: proceedings. California IEEE Computer Society. pp. 127-134
Modelling network memory servers with parallel processors, break-downs and repairs.
Gemikonakli, O., Mapp, G., Ever, E. and Thakker, D. 2007. Modelling network memory servers with parallel processors, break-downs and repairs. California IEEE Computer Society. pp. 11-20 https://doi.org/10.1109/ANSS.2007.29
Exploring efficient imperative handover mechanisms for heterogeneous wireless networks
Mapp, G., Shaikh, F., Aiash, M., Vanni, R., Augusto, M. and Moreira, E. 2009. Exploring efficient imperative handover mechanisms for heterogeneous wireless networks. Duresi, A., Barolli, L., Enokido, T., Uehara, M., Shakshuki, E. and Takizawa, M. (ed.) 12th International Conference on Network-Based Information Systems. Indianapolis, Indiana 19 - 21 Aug 2009 IEEE. pp. 286-291 https://doi.org/10.1109/NBiS.2009.95
A practical approach for 4G systems: deployment of overlay networks.
Mapp, G., Stajano, F., Crowcroft, J. and Vidales, P. 2005. A practical approach for 4G systems: deployment of overlay networks. in: First International Conference on Testbeds and Research Infrastructures for the DEvelopment of NeTworks and COMmunities, Tridentcom 2005, Trento, Italy. IEEE Computer Society Press. pp. 172-181
A client-based handoff mechanism for mobile IPv6 wireless networks.
Mapp, G. and Pantanapongpibul, L. 2003. A client-based handoff mechanism for mobile IPv6 wireless networks. in: 8th IEEE Symposium on Computers and Communications (ISCC), Antalya, Turkey. Proceedings IEEE Computer Society Press. pp. 563-568
Autonomic system for mobility support in 4G networks
Mapp, G., Baliosian, J., Serrat, J. and Vidales, P. 2005. Autonomic system for mobility support in 4G networks. IEEE Journal on Selected Areas in Communications. 23 (12), pp. 2288-2304. https://doi.org/10.1109/JSAC.2005.857198
An end-system approach to mobility management for 4G networks and its application to thin-client computing.
Mapp, G., Hopper, A. and Pantanapongpibul, L. 2006. An end-system approach to mobility management for 4G networks and its application to thin-client computing. ACM SIGMOBILE Mobile Computing and Communications Review. 10 (3), pp. 13-33. https://doi.org/10.1145/1148094.1148097
Link layer-based TCP optimisation for disconnecting networks.
Scott, J. and Mapp, G. 2003. Link layer-based TCP optimisation for disconnecting networks. ACM SIGCOMM Computer Communication Review. 33 (5), pp. 31-42. https://doi.org/10.1145/963985.963989