Dynamic priority-based efficient resource allocation and computing framework for vehicular multimedia cloud computing

Journal article

Siddiqi, MH, Alruwaili, M, Ali, A, Haider, SF, Ali, F and Iqbal, M (2020). Dynamic priority-based efficient resource allocation and computing framework for vehicular multimedia cloud computing. IEEE Access. 8, pp. 81080-81089. https://doi.org/10.1109/ACCESS.2020.2990915
AuthorsSiddiqi, MH, Alruwaili, M, Ali, A, Haider, SF, Ali, F and Iqbal, M
Abstract

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In intelligent transportation system, smart vehicles are equipped with a variety of sensing devices those offer various multimedia applications and services related to smart driving assistance, weather forecasting, traffic congestion information, road safety alarms, and many entertainment and comfort-related applications. These smart vehicles produce a massive amount of multimedia related data that required fast and real-time processing which cannot be fully handled by the standalone onboard computing devices due to their limited computational power and storage capacities. Therefore, handling such multimedia applications and services demanded changes in the underlaying networking and computing models. Recently, the integration of vehicles with cloud computing is emerged as a challenging computing paradigm. However, there are certain challenges related to multimedia contents processing, (i.e., resource cost, fast service response time, and quality of experience) that severely affect the performance of vehicular communication. Thus, in this paper, we propose an efficient resource allocation and computation framework for vehicular multimedia cloud computing to overcome the aforementioned challenges. The performance of the proposed scheme is evaluated in terms of quality of experience, service response time, and resource cost by using the Cloudsim simulator.

KeywordsIntelligent transportation system; multimedia cloud computing; vehicular networks; quality of experience; multimedia contents processing; response time; smart vehicle
Year2020
JournalIEEE Access
Journal citation8, pp. 81080-81089
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
ISSN2169-3536
Digital Object Identifier (DOI)https://doi.org/10.1109/ACCESS.2020.2990915
Publication dates
Print28 Apr 2020
Publication process dates
Accepted09 Apr 2020
Deposited11 Jun 2020
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Sarwar, S, García-Castro, R, Qayyum, Z, Safyan, M, Munir, F and Iqbal, M (2018). Ontology Based e-Learning Systems: A Step towards Adaptive Content Recommendation. International Journal of Information and Education Technology. 8 (10), pp. 700-705. https://doi.org/10.18178/ijiet.2018.8.10.1125
Autonomous, Seamless and Resilience Carrier Cloud Brokerage Solution for Business Contingencies during Disaster Recovery
Shahzadi, S, Ubakanma, G, Iqbal, M and Dagiuklas, T (2018). Autonomous, Seamless and Resilience Carrier Cloud Brokerage Solution for Business Contingencies during Disaster Recovery. IEEE International Conference on High Performance Computing and Communication (HPCC). Exeter, UK 28 - 30 Jun 2018 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00174
Feasibility of Serverless Cloud Services for Disaster Management Information Systems
Asghar, T, Rasool, S, Iqbal, M, Qayyum, Z, Noor Mian, A and Ubakanma, G (2018). Feasibility of Serverless Cloud Services for Disaster Management Information Systems. IEEE International Conference on High Performance Computing and Communication (HPCC). Exeter, UK 28 - 30 Jun 2018 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/HPCC/SmartCity/DSS.2018.00175
An investigation into the benefits and constraints of shifting freight traffic from roads onto high-speed railways
Watson, I, Ali, A and Bayyati, A (2018). An investigation into the benefits and constraints of shifting freight traffic from roads onto high-speed railways. in: Passerini, G, Mera, JM, Tomii, N and Tzieropoulos, P (ed.) WIT Transactions on the Built Environment WIT Press.
On the Modelling of CDNaaS Deployment
Bulkan, U, Dagiuklas, T and Iqbal, M (2018). On the Modelling of CDNaaS Deployment. Multimedia Tools and Applications. 78, pp. 6805-6825. https://doi.org/10.1007/s11042-018-6441-3
Reliable Resource Provisioning using Bankers’ Deadlock Avoidance Algorithm in MEC for Industrial IoT
Ugwuanyi, EE, Ghosh, S, Iqbal, M and Dagiuklas, T (2018). Reliable Resource Provisioning using Bankers’ Deadlock Avoidance Algorithm in MEC for Industrial IoT. IEEE Access. 6. https://doi.org/10.1109/ACCESS.2018.2857726
Findings of Patterns in Prehistoric Architecture- Case Study of the Pyramid of Cheops
Ghoussayni, F, Ali, A and Bayyati, A (2018). Findings of Patterns in Prehistoric Architecture- Case Study of the Pyramid of Cheops. Lebanese Science Journal. 19 (2), pp. 247-257. https://doi.org/10.22453/LSJ-019.2.247257
Noise Mitigation and Realted Factors of High Speed Railway
Watson, I, Ali, A and Bayyati, A (2018). Noise Mitigation and Realted Factors of High Speed Railway. European Journal of Sustainable Development. 7 (3), pp. 11-19. https://doi.org/10.14207/ejsd.2018.v7n3p11
Freight Transport using High-Speed Railways
Watson, I, Ali, A and Bayyati, A (2018). Freight Transport using High-Speed Railways. International Journal of Transport Development and Integration. 3 (2).
Quality of Service Provisioning for Heterogeneous Services in Cognitive Radio-enabled Internet of Things
Ali, A, Feng, L, Bashir, AK, Shaker, SH, Ahmed, SH, Iqbal, M and Raja, G (2018). Quality of Service Provisioning for Heterogeneous Services in Cognitive Radio-enabled Internet of Things. IEEE Transactions on Network Science and Engineering. https://doi.org/10.1109/TNSE.2018.2877646
An Investigation into the Benefits and Constraints of Shifting Freight Traffic onto High-Speed Railways
Watson, I, Ali, A and Bayyati, A (2018). An Investigation into the Benefits and Constraints of Shifting Freight Traffic onto High-Speed Railways. COMPRAIL 2018, Wessex Institute of Technology (WIT). Lisbon, Portugal 02 - 04 Jul 2018
Factors affecting the construction waste management in terms of refurbishing, reusing or recycling
Ali, S F, Ali, A and Bayyati, A (2018). Factors affecting the construction waste management in terms of refurbishing, reusing or recycling. The 5th International Project and Construction Management Conference "IPCMC2018". Cyprus International University, Faculty of Engineering, Civil Engineering Department, North Cyprus 16 - 18 Nov 2018
On the Load Balancing of Edge Computing resources for on-line video delivery
Bulkan, U., Dagiuklas, A., Iqbal, M, Saidul Huq, M, Al-Dulaimi, A and Rodriguez, J (2018). On the Load Balancing of Edge Computing resources for on-line video delivery. IEEE Access. 6 (2018), pp. 73916-73927. https://doi.org/10.1109/ACCESS.2018.2883319
Location of station can influence the sustainability of high speed rail
Watson, I, Ali, A and Bayyati, A (2018). Location of station can influence the sustainability of high speed rail. XVIII Scientific-expert conference on railways, RAILCOM 2018. Nis, Serbia 11 - 12 Oct 2018
Modified sewer asset management to accommodate London’s future sustainable development
Tade, O, O'Neill, S, Smith, K, Williams, T, Ali, A, Bayyati, A and See, H (2018). Modified sewer asset management to accommodate London’s future sustainable development. International Journal of Building Pathology and Adaptation. 36 (5). https://doi.org/10.1108/IJBPA-06-2018-0053
Achieving Sustainability in the UK Construction by Reducing Waste Generation
Ali, S., Ali, A and Bayyati, A (2018). Achieving Sustainability in the UK Construction by Reducing Waste Generation. PSYCON3: Psycon - 'Psychology & Sustainable Construction’: Searching the gap between psychology and construction for a sustainable built environment. Wolverhampton, UK 19 - 20 Dec 2018
Rehabilitation of historical cities in the mediterranean using modular patterns – case study of Sidon
Ghoussayni, F, Ali, A and Bayyati, A (2018). Rehabilitation of historical cities in the mediterranean using modular patterns – case study of Sidon. Lebanese Science Journal. 19 (3), pp. 455-476. https://doi.org/10.22453/LSJ-019.3.410431
Communication device and method for achieving multi-protocol interoperability
Wang, X and Iqbal, M (2017). Communication device and method for achieving multi-protocol interoperability.
Multiprotocol interoperation communication device and method (Patent Application CN 105704125 A)
Wang, X and Iqbal, M (2016). Multiprotocol interoperation communication device and method (Patent Application CN 105704125 A).
Mobile Edge Computing Potential in Making Cities Smarter
Taleb, T, Dutta, S, Ksentini, A, Iqbal, M and Flinck, H (2017). Mobile Edge Computing Potential in Making Cities Smarter. IEEE Communications Magazine. 55 (3). https://doi.org/10.1109/MCOM.2017.1600249CM
Social Sustainability of High-Speed Railway-Comparative Study
Watson, I, Ali, A and Bayyati, A (2017). Social Sustainability of High-Speed Railway-Comparative Study. The Stephenson Conference 2017, IMechE. London 03 - 05 May 2017
An Efficient Channel Access Scheme for Vehicular Ad-hoc Networks
Hussain, S, Iqbal, M, Saeed, A, Raza, I, Raza, H, Ali, A, Bashir, A and Baig, A (2017). An Efficient Channel Access Scheme for Vehicular Ad-hoc Networks. Mobile Information Systems. 2 (4), pp. 1473-1477.
Infrastructure as a Service (IaaS): A Comparative Performance Analysis of Open-Source Cloud Platforms
Iqbal, M and Dagiuklas, T (2017). Infrastructure as a Service (IaaS): A Comparative Performance Analysis of Open-Source Cloud Platforms. The International Workshop on Computer-Aided Modeling Analysis and Design of Communication Links and Networks (CAMAD). Lund, Sweden. 21 May - 19 Jun 2017
An Investigation of the Operational Reliability of High-Speed Railways and Possible Measures to Improve it
Watson, I, Ali, A and Bayyati, A (2017). An Investigation of the Operational Reliability of High-Speed Railways and Possible Measures to Improve it. Railway Engineering Conference. Edinburgh, UK 21 - 23 Jun 2017
Context-Aware Personalized Activity Modeling in Concurrent Environment
Safyan, M, Zia, Q, Sarwar, S, Iqbal, M and Ahmed, M (2017). Context-Aware Personalized Activity Modeling in Concurrent Environment. 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData). Exeter UK 21 - 23 Jun 2017 Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData.2017.150
An investigation of sustainable tourism using high speed railways
Watson, I, Ali, A and Bayyati, A (2017). An investigation of sustainable tourism using high speed railways. 9th International Conference on Sustainable Development and Planning. Bristol, UK 27 - 29 Jun 2017 https://doi.org/10.2495/SDP170421
An Investigation of Sustainable Tourism using High-Speed Railways
Watson, I, Ali, A and Bayyati, A (2017). An Investigation of Sustainable Tourism using High-Speed Railways. WIT Transactions on Ecology and the Environment. 226 (11), pp. 481-491. https://doi.org/https://www.doi.org/10.2495/SDP170421
Edu-Cloud: On-the-fly Employability Skills as a Service
Shahzadi, S, Iqbal, M and Dagiuklas, T (2017). Edu-Cloud: On-the-fly Employability Skills as a Service. Computer Applications in Engineering Education. 26 (2), pp. 314-325. https://doi.org/10.1002/cae.21886
Multi-Access Edge Computing: Open issues, Challenges and Future Perspective
Shahzadi, S, Iqbal, M, Dagiuklas, T and Qayyum, Z (2017). Multi-Access Edge Computing: Open issues, Challenges and Future Perspective. Journal of Cloud Computing : Advances, Systems and Applications. 6 (1). https://doi.org/10.1186/s13677-017-0097-9