Joint optimization of radio and computational resources for multicell mobile cloud computing

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC

Volumn 2014-October, Issue October, 2014, Pages 354-358

  Sardellitti, S ^a   Scutari, G ^b   Barbarossa, S ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

^b the State University of New York   (United States)

Author keywords

cloud computing; Computation offloading; resource allocation; successive convex approximation

Indexed keywords

APPROXIMATION ALGORITHMS; CLOUD COMPUTING; CONSTRAINED OPTIMIZATION; ENERGY CONSERVATION; ENERGY UTILIZATION; FEMTOCELL; ITERATIVE METHODS; MOBILE CLOUD COMPUTING; RESOURCE ALLOCATION; SIGNAL PROCESSING;

COMPUTATION OFFLOADING; COMPUTATIONAL RESOURCES; LATENCY CONSTRAINTS; LOCAL OPTIMAL SOLUTION; OPTIMIZATION PROBLEMS; OPTIMIZATION VARIABLES; PARALLEL IMPLEMENTATIONS; SUCCESSIVE CONVEX APPROXIMATIONS;

GREEN COMPUTING;

EID: 84932643148     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SPAWC.2014.6941749     Document Type: Conference Paper

References (16)

1. Cisco, "Cisco visual networking index: Global mobile data traffic forecast update, 2012-2017," February 2013, [pdf] USA: Cisco. Available at: http://www.cisco.com/en/US/solutions/collateral/ ns341/ns525/ns537/ns705/ns827/white paper c11-520862.pdf.
2. S. Robinson, "Cellphone energy gap: Desperately seeking solutions," Tech. Rep. Strategy Analytics, 2009.
3. M.R. Palacin, "Recent advances in rechargeable battery materials: A chemists perspective," Chem. Soc. Rev., no. 38, pp. 2565-2575, 2009.
4. M. Sharifi, S. Kafaie, and O. Kashefi, "A Survey and Taxonomy of Cyber Foraging of Mobile Devices," IEEE Comm. Surveys and Tutorials, Vol. 14, no. 4, pp. 1232-1243, Fourth Quarter 2012.
5. K. Kumar, J. Liu, Y.-H. Lu, B. Bhargava, "A Survey of computation offloading for mobile systems," Mobile Networks and Applications, pp. 129-140, Feb. 2013.
6. E. Cuervo, A. Balasubramanian, D. Cho, A. Wolman, S. Saroiu, R. Chandra, and P. Bahl, "MAUI: making smartphones last longer with code offload," Proc. of the ACM International Conference on Mobile Systems, Applications, and Services, pp. 49-62, San Francisco, CA, USA, 15-18 June 2010.
7. S. Kosta, A. Aucinas, P. Hui, R. Mortier, X. Zhang, "ThinkAir: Dynamic resource allocation and parallel execution in the cloud for mobile code offloading," Proc. of INFOCOM 2012, pp. 945-953, March 2012.
8. N. Fernando, S.W. Loke, W. Rahayu, "Mobile cloud computing: A survey," Future Generation Computer Systems, Vol. 29, pp. 84-106, Jan. 2013.
9. M. Satyanarayanan, P. Bahl, R. Caceres, N. Davies, "The case for VMbased cloudlets in mobile computing," IEEE Pervasive Computing, pp. 14-23, Oct.-Dec. 2009.
10. TROPIC: Distributed computing, storage and radio resource allocation over cooperative femtocells, http://www.ict-tropic.eu.
11. S. Barbarossa, S. Sardellitti and P. Di Lorenzo,"Joint allocation of computation and communication resources in multiuser mobile cloud computing," in Proc. of the IEEE 2013 Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2013), Darmstadt, Germany, June 16-19, 2013.
12. G. Scutari, F. Facchinei, P. Song, D.P. Palomar, and J.-S. Pang, "Decomposition by partial linearization: Parallel optimization of multi-agent systems," IEEE Trans. on Signal Process., Vol. 63, no. 3, pp. 641-656, Feb. 2014.
13. G. Scutari, F. Facchinei, L. Lampariello, and P. Song, "Parallel and distributed methods for nonconvex optimization," in Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 14), May 4-9, 2014, Florence, Italy.
14. G. Scutari, F. Facchinei, L. Lampariello, and P. Song, "Parallel and distributed methods for nonconvex optimization-Part I&II: Theory & Applications," IEEE Trans. on Signal Processing, (under review).
15. S. Sardellitti, G. Scutari, S. Barbarossa, "Joint optimization of radio and computational resources for multicell mobile cloud computing," IEEE Trans. on Signal Process., (submitted) 2014.
16. G. Scutari, F. Facchinei, J.-S. Pang, and D.P. Palomar, "Real and complex monotone communication games," IEEE Trans. on Inf. Theory, to appear. [Online]. Available: http://arxiv.org/abs/1212.6235.