DyTO: Dynamic Task Offloading Strategy for Mobile Cloud Computing Using Surrogate Object Model

In Distributed Mobile Computing paradigm, mobile devices are offer unlimited services over mobile cloud computing. However, the limitation of the mobile devices and mobile cloud lead to several issues and challenges such as inadequate bandwidth, time delay, limited energy, poor quality of services and frequent disconnected network. To deal with these obstacles, we propose strategy dynamic task optimization in mobile cloud with offloading algorithm. In this paper the offloading algorithm we designed a model for coordinated management and optimized utilization of resource in mobile cloud for offloading process. The experimental evaluation are performed through the simulation results proves the feasibility and reliability, which shows its better mobile transactions with effective utilization of energy, resources, bandwidth, reducing the overhead time and improved quality of services for disconnected network between mobile devices and cloud servers.

[1]  Ted H. Szymanski,et al.  A Dynamic Programming Offloading Algorithm Using Biased Randomization , 2016, 2016 IEEE 9th International Conference on Cloud Computing (CLOUD).

[2]  Panos K. Chrysanthis Transaction processing in mobile computing environment , 1993, Proceedings 1993 IEEE Workshop on Advances in Parallel and Distributed Systems.

[3]  Yaser Jararweh,et al.  Cloudlet-based ad hoc mobile cloud computing: design and evaluation , 2017, Int. J. Embed. Syst..

[4]  Mads Nygård,et al.  Mobile transaction system for supporting mobile work , 2005, 16th International Workshop on Database and Expert Systems Applications (DEXA'05).

[5]  Tomoya Enokido,et al.  Mobile Agent Model for Transaction Processing on Distributed Objects , 2004, AINA.

[6]  Mahadev Satyanarayanan,et al.  Mobile computing: the next decade , 2011, MOCO.

[7]  Ted H. Szymanski,et al.  A dynamic programming offloading algorithm for mobile cloud computing , 2016, 2016 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE).

[8]  Yoo-Sung Kim,et al.  Moflex transaction model for mobile heterogeneous multidatabase systems , 2000, Proceedings Tenth International Workshop on Research Issues in Data Engineering. RIDE 2000.

[9]  Panos K. Chrysanthis,et al.  Transaction processing in PRO-MOTION , 1999, SAC '99.

[10]  Ruirui Gu,et al.  A Framework For Mobile Cloud Computing Selective Service System , 2013, 2013 Wireless Telecommunications Symposium (WTS).

[11]  D. Janaki Ram,et al.  Surrogate Object Model: A New Paradigm for Distributed Mo-bile Systems , 2005, ISTA.

[12]  Bharat K. Bhargava,et al.  A Survey of Computation Offloading for Mobile Systems , 2012, Mobile Networks and Applications.

[13]  Paramvir Bahl,et al.  Advancing the state of mobile cloud computing , 2012, MCS '12.

[14]  B Seshagiri,et al.  Global Transaction Models on Mobile Computing , 2012 .

[15]  Feifei Zhang,et al.  Task Offloading for Scientific Workflow Application in Mobile Cloud , 2017, IoTBDS.