A combinatorial optimization for energy-efficient mobile cloud offloading over cellular networks

Proceedings - IEEE Global Communications Conference, GLOBECOM

Volumn , Issue , 2016, Pages

  Liu, Kaiyang ^a   Peng, Jun ^a   Zhang, Xiaoyong ^a   Huang, Zhiwu ^a  

^a CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

Cellular networks; Energy efficiency; Mobile cloud computing; Task offloading

Indexed keywords

COMBINATORIAL OPTIMIZATION; COMPUTATION OFFLOADING; ENERGY UTILIZATION; GREEN COMPUTING; INTEGER PROGRAMMING; ITERATIVE METHODS; MOBILE CLOUD COMPUTING; MOBILE TELECOMMUNICATION SYSTEMS; NUMERICAL METHODS; WIRELESS NETWORKS;

CELLULAR NETWORK; COMPLEX APPLICATIONS; ENERGY EFFICIENT; ENERGY REQUIREMENTS; ENERGY-CONSUMPTION; MOBILE CLOUDS; MUTUAL INTERFERENCE; TASK OFFLOADING; TIME-DELAYS; TOTAL ENERGY;

ENERGY EFFICIENCY;

EID: 85015376058     PISSN: 23340983     EISSN: 25766813     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2016.7841488     Document Type: Conference Paper

References (19)

1. Cisco, Cisco visual networking index: global mobile data traffic forecast update, 2015-2020, White Paper, 2016.
2. Y. Wen, W. Zhang and H. Luo, "Energy-optimal mobile application execution: taming resource-poor mobile devices with cloud clones," in Proc. of IEEE INFOCOM, pp. 2716-2720, 2012.
3. S. Abolfazli, Z. Sanaei, A. Gani and R. Buyya, "Cloud-based augmentation for mobile devices: motivation, taxonomies, and open challenges," IEEE Communications Surveys & Tutorials, vol. 16, no. 1, pp. 337-368, 2013.
4. J. Liu, B. Priyantha, T. Hart, Y. Jin, W. Lee, V. Raghunathan, H. S. Ramos and Q. Wang, "CO-GPS: energy efficient GPS sensing with cloud offloading," IEEE Transactions on Mobile Computing, vol. 15, no. 6, pp. 1348-1361, 2016.
5. X. Chen, "Decentralized computation offloading game for mobile cloud computing," IEEE Transactions on Parallel and Distributed Systems, vol. 26, no. 4, pp. 974-983, 2015.
6. Z. Sanaei, S. Abolfazli, A. Gani and R. K. Buyya, "Heterogeneity in mobile cloud computing: taxonomy and open challenges," IEEE Communications Surveys & Tutorials, vol. 16, no. 1, pp. 369-392, 2013.
7. K. Lai, H. Tang, H. Wang, S. Ding and D. Wang, "Cloud offloading on customer-provided resources," in Proc. of IEEE WCNC, pp. 4695-4700, 2013.
8. L. Yang, J. Cao, S. Tang, T. Li and A. T. Chan, "A framework for partitioning and execution of data stream applications in mobile cloud computing," ACM SIGMETRICS Performance Evaluation Review, vol. 40, no. 4, pp. 23-32, 2013.
9. J. Chen and V.E. Taylor, "Mesh partitioning for efficient use of distributed systems," IEEE Transactions on Parallel and Distributed Systems, vol. 13, no. 1, pp. 67-79, 2002.
10. E. Cuervo, A. Balasubramanian, D. K. Cho, A. Wolman, S. Saroiu, R. Chandra and P. Bahl, "Maui: making smartphones last longer with code offload," in Proc. of ACM MobiSys, pp. 49-62, 2010.
11. W. Zhang, Y. Wen, K. Guan, D. Kilper, H. Luo and D. Wu, "Energyoptimal mobile cloud computing under stochastic wireless channel," IEEE Transactions on Wireless Communications, vol. 12, no. 9, pp. 4569-4581, 2013.
12. D. Huang, P. Wang and D. Niyato, "A dynamic offloading algorithm for mobile computing," IEEE Transactions on Wireless Communications, vol. 11, no. 6, pp. 1991-1995, 2012.
13. J. Liu, D. Goeckel, D. Towsley. "Bounds on the gain of network coding and broadcasting in wireless networks," in Proc. of IEEE INFOCOM, pp. 724-732, 2007.
14. Y. Fan and Z. Zilic, "BER testing of communication interfaces," IEEE Transactions on Instrumentation and Measurement, vol. 57, no. 5, pp. 897-906, 2008.
15. T. Capin, K. Pulli and T. Akenine-Moller, "The state of the art in mobile graphics research," IEEE Computer Graphics and Applications, vol. 28, no. 4, pp. 74-84, 2008.
16. J. Kwak, Y. Kim, J. Lee, and S. Chong, "DREAM: dynamic resource and task allocation for energy minimization in mobile cloud systems," IEEE Journal on Selected Areas in Communications, vol. 33, no. 12, pp. 2510-2523, 2015
17. D. Zhang, Y. Zhang, Y. Zhou and H. Liu, "Leveraging the tail time for saving energy in cellular networks," IEEE Transactions on Mobile Computing, vol. 13, no. 7, pp. 1536-1549, 2014.
18. D. Li and X. Sun, "Nonlinear integer programming," vol. 84. Springer, 2006.
19. IBM ILOG CPLEX [Online]. Available at: http://www-01.ibm.com/software/integration/optimization/cplex-optimizer/