Abstract
Multimedia cloud is an emerging computing paradigm that can effectively process media services and provide adequate quality of service (QoS) for multimedia applications from anywhere and on any device at lower cost. However, the mobile clients are still not getting their services in full due to its intrinsic nature such as limited battery life, disconnection, and mobility. In this paper, we propose a context-aware task scheduling algorithm that efficiently allocates the suitable resources to the clients. A queuing-based system model is presented with heuristic resource allocation. The simulation results showed that the proposed solutions provide better performance as compared to the state-of-the-art approaches.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Dinh, H.T., Lee, C., et al.: A survey of mobile cloud computing: architecture, applications and approaches. In: Proceedings of Wireless Communications and Mobile Computing 13(18): 1587–1611 (2013)
Yang, X.S., Deb, S.: Engineering optimization by cuckoo search. Int. J. Math. Model. Numer. Optim. 1, 330–343 (2010)
Garg, S.K., Gopalaiyengar, S.K., Buyya, R.: SLA-based resource provisioning for heterogeneous workloads in a virtualized cloud datacenter. IEEE ICA3PP 2011, Melbourne, Australia (2011)
Buyya, R., Garg, S.K., et al.: SLA-oriented resource provisioning for cloud computing: challenges, architecture, and solutions. Proc. IEEE Int. Conf. Cloud Serv Comput. (2011)
Christian, V., et al.: Deadline-driven provisioning of resources for scientific applications in hybrid clouds with Aneka. Elsevier J. Future Gener. Comput. Syst. 58–65 (2012)
Calheiros, R.N., Vecchiola, C., et al.: The Aneka platform and QoS-driven resource provisioning for elastic applications on hybrid clouds. Future Gener. Comput. Syst. (2012)
Park, J., Kim, Y.S., Jeong, E.: Two-phase grouping-based resource management for big data processing in mobile cloud. Int. J. Commun. Syst. (2013)
Sood, S.K., et al.: Matrix based proactive resource provisioning in mobile cloud environment. Elsevier J. Simul. Model. Pract. Theory (2014)
Song, B., et al.: A two stage approach for task and resource management in multimedia cloud environment. Springer Comput. 98, 119–145 (2016)
Durga, S., Mohan, S., et al.: Cuckoo based resource allocation for mobile cloud environments. Comput. Intell. Cyber Secur. Comput. Models 412, 543–550 (2016)
Brendan, J, Rolf, S.: Resource management in clouds: survey and research challenges. J. Netw. Syst. Manage. 1–53 (2014)
Wilkes, J., Reiss, C.: Details of the ClusterData-2011-1 trace. [Online]. https://code.google.com/p/. (2011)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
S, D., S, M., Peter, J.D. (2018). A Two-Stage Queue Model for Context-Aware Task Scheduling in Mobile Multimedia Cloud Environments. In: Rajsingh, E., Veerasamy, J., Alavi, A., Peter, J. (eds) Advances in Big Data and Cloud Computing. Advances in Intelligent Systems and Computing, vol 645. Springer, Singapore. https://doi.org/10.1007/978-981-10-7200-0_26
Download citation
DOI: https://doi.org/10.1007/978-981-10-7200-0_26
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-10-7199-7
Online ISBN: 978-981-10-7200-0
eBook Packages: EngineeringEngineering (R0)