Optimal schedule of mobile edge computing for internet of things using partial information

IEEE Journal on Selected Areas in Communications

Volumn 35, Issue 11, 2017, Pages 2606-2615

  Lyu, Xinchen ^a,b   Ni, Wei ^c   Tian, Hui ^a   Liu, Ren Ping ^b   Wang, Xin ^d   Giannakis, Georgios B ^e   Paulraj, Arogyaswami ^f  

^a BEIJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^b UNIVERSITY OF TECHNOLOGY SYDNEY   (Australia)

^c CSIRO   (Australia)

^d FUDAN UNIVERSITY   (China)

^e University of Minnesota   (United States)

^f Stanford University   (United States)

Author keywords

Internet of Things; Lyapunov optimization; Mobile edge computing; Partial information

Indexed keywords

COMBINATORIAL OPTIMIZATION; LYAPUNOV FUNCTIONS; STOCHASTIC SYSTEMS;

ASYMPTOTIC OPTIMALITY; ASYMPTOTICALLY OPTIMAL; EDGE COMPUTING; INTERNET OF THINGS (IOT); KNAPSACK PROBLEMS; NETWORK KNOWLEDGE; PARTIAL INFORMATION; STRINGENT REQUIREMENT;

INTERNET OF THINGS;

EID: 85031779007     PISSN: 07338716     EISSN: None     Source Type: Journal    
DOI: 10.1109/JSAC.2017.2760186     Document Type: Article

References (28)

1. X. Lyu and H. Tian, "Adaptive receding horizon offloading strategy under dynamic environment, " IEEE Commun. Lett., vol. 20, no. 5, pp. 878-881, May 2016.
2. W. Zhang, Y. Wen, J.Wu, and H. Li, "Toward a unified elastic computing platform for smartphones with cloud support, " IEEE Netw., vol. 27, no. 5, pp. 34-40, Sep./Oct. 2013.
3. M. R. Palattella et al., "Internet of Things in the 5G era: Enablers, architecture, and business models, " IEEE J. Sel. Areas Commun., vol. 34, no. 3, pp. 510-527, Mar. 2016.
4. Y. Mao, C. You, J. Zhang, K. Huang, and K. B. Letaief, "A survey on mobile edge computing: The communication perspective, " IEEE Commun. Surveys Tuts., to be published.
5. P. Mach and Z. Becvar, "Mobile edge computing: A survey on architecture and computation offloading, " IEEE Commun. Surveys Tuts., vol. 19, no. 3, pp. 1628-1656, 3rd Quart., 2017.
6. X. Chen, W. Ni, T. Chen, I. B. Collings, X. Wang, and G. B. Guanacos, "Real-time energy trading and future planning for fifth generation wireless communications, " IEEE Wireless Commun., vol. 24, no. 4, pp. 24-30, 2017.
7. A. Rico-Alvarino et al., "An overview of 3GPP enhancements on machine to machine communications, " IEEE Commun. Mag., vol. 54, no. 6, pp. 14-21, Jun. 2016.
8. K. Wang, K. Yang, and C. Magurawalage, "Joint energy minimization and resource allocation in C-RAN with mobile cloud, " IEEE Trans. Cloud Comput., to be published
9. C. Qin, W. Ni, H. Tian, R. P. Liu, and Y. J. Guo, "Joint beamforming and user selection in multiuser collaborative MIMO SWIPT systems with non-negligible circuit energy consumption, " IEEE Trans. Veh. Technol., to be published.
10. W. Labidi, M. Sarkiss, and M. Kamoun, "Joint multi-user resource scheduling and computation offloading in small cell networks, " in Proc. WiMob, Oct. 2015, pp. 794-801.
11. X. Chen, "Decentralized computation offloading game for mobile cloud computing, " IEEE Trans. Parallel Distrib. Syst., vol. 26, no. 4, pp. 974-983, Apr. 2015.
12. X. Chen, L. Jiao, W. Li, and X. Fu, "Efficient multi-user computation offloading for mobile-edge cloud computing, " IEEE/ACM Trans. Netw., vol. 24, no. 5, pp. 2795-2808, Oct. 2016.
13. X. Lyu, H. Tian, C. Sengul, and P. Zhang, "Multiuser joint task offloading and resource optimization in proximate clouds, " IEEE Trans. Veh. Technol., vol. 66, no. 4, pp. 3435-3447, Apr. 2017.
14. V. Sharma, U. Mukherji, V. Joseph, and S. Gupta, "Optimal energy management policies for energy harvesting sensor nodes, " IEEE Trans. Wireless Commun., vol. 9, no. 4, pp. 1326-1336, Apr. 2010.
15. P. Blasco, D. Gunduz, and M. Dohler, "A learning theoretic approach to energy harvesting communication system optimization, " IEEE Trans. Wireless Commun., vol. 12, no. 4, pp. 1872-1882, Apr. 2013.
16. Y. Mao, J. Zhang, and K. B. Letaief, "Dynamic computation offloading for mobile-edge computing with energy harvesting devices, " IEEE J. Sel. Areas Commun., vol. 34, no. 12, pp. 3590-3605, Dec. 2016.
17. L. Huang and M. J. Neely, "Utility optimal scheduling in energyharvesting networks, " IEEE/ACM Trans. Netw., vol. 21, no. 4, pp. 1117-1130, Aug. 2013.
18. X. Wang, T. Ma, R. Zhang, and X. Zhou, "Stochastic online control for energy-harvesting wireless networks with battery imperfections, " IEEE Trans. Wireless Commun., vol. 15, no. 12, pp. 8437-8448, Dec. 2016.
19. N. Salodkar, A. Bhorkar, A. Karandikar, and V. S. Borkar, "An online learning algorithm for energy efficient delay constrained scheduling over a fading channel, " IEEE J. Sel. Areas Commun., vol. 26, no. 4, pp. 732-742, May 2008.
20. L. Pu, X. Chen, J. Xu, and X. Fu, "D2D fogging: An energy-efficient and incentive-aware task offloading framework via network-assisted D2D collaboration, " IEEE J. Sel. Areas Commun., vol. 34, no. 12, pp. 3887-3901, Dec. 2016.
21. X. Chen, W. Ni, X. Wang, and Y. Sun, "Optimal quality-of-service scheduling for energy-harvesting powered wireless communications, " IEEE Trans. Wireless Commun., vol. 15, no. 5, pp. 3269-3280, May 2016.
22. S. Lin, W. Ni, H. Tian, and R. P. Liu, "An evolutionary game theoretic framework for femtocell radio resource management, " IEEE Trans. Wireless Commun., vol. 14, no. 11, pp. 6365-6376, Nov. 2015.
23. M. J. Neely, Stochastic Network Optimization with Application to Communication and Queueing Systems. San Rafael, CA, USA: Morgan and Claypool Publishers, 2010.
24. A. O. Allen, Probability, Statistics, and Queueing Theory with Computer Science Applications. San Diego, CA, USA: Academic, 2014.
25. D. Pisinger, Algorithms for Knapsack Problems. Copenhagen, Denmark: Univ. Copenhagen, 1995.
26. T. H. Cormen, C. Stein, R. L. Rivest, and C. E. Leiserson, Introduction to Algorithms. New York, NY, USA: McGraw-Hill, 2001.
27. C. E. Koksal, H. Kassab, and H. Balakrishnan, "An analysis of short-term fairness in wireless media access protocols, " SIGMETRICS Perform. Eval. Rev., vol. 28, no. 1, pp. 118-119, Jun. 2000.
28. S. Boyd and L. Vandenberghe, Convex Optimization. Cambridge, U.K.: Cambridge Univ. Press, 2004.