Skip to main content

2016 | OriginalPaper | Buchkapitel

Offloading for Application Optimization Using Mobile Cloud Computing

verfasst von : Chinu Singla, Sakshi Kaushal

Erschienen in: Proceedings of the International Congress on Information and Communication Technology

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Mobile applications are increasingly becoming ubiquitous which provides rich functionalities and services to mobile users. But despite having some technological advancements, smart mobile devices (SMDs) are still minimum potential computing devices enforced by battery life, storage capacity, and network bandwidth which obstructs the possible execution of computational intensive applications. Thus, mobile cloud computing is employed to optimize the computationally intensive applications which use computation offloading techniques for increasing SMD’s capabilities. The aim of this paper is to emphasize the specific issues related to mobile cloud computing, offloading, and thus concluding the paper by analyzing the challenges that have not been met perfectly and charts a roadmap towards this direction.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat M. Kristensen and N. Bouvin, “Developing cyber foraging applications for portable devices,” in Portable Information Devices, 2008 and the 2008 7th IEEE Conference on Polymers and Adhesives in Microelectronics and Photonics. PORTABLE-POLYTRONIC 2008. 2nd IEEE International Interdisciplinary Conference on. IEEE, 2008, pp. 1–6. M. Kristensen and N. Bouvin, “Developing cyber foraging applications for portable devices,” in Portable Information Devices, 2008 and the 2008 7th IEEE Conference on Polymers and Adhesives in Microelectronics and Photonics. PORTABLE-POLYTRONIC 2008. 2nd IEEE International Interdisciplinary Conference on. IEEE, 2008, pp. 1–6.
2.
Zurück zum Zitat J. Porras, O. Riva, and M. Kristensen, “Dynamic resource management and cyber foraging,” Middleware for Network Eccentric and Mobile Applications, vol. 1, p. 349, 2009. J. Porras, O. Riva, and M. Kristensen, “Dynamic resource management and cyber foraging,” Middleware for Network Eccentric and Mobile Applications, vol. 1, p. 349, 2009.
3.
Zurück zum Zitat B. Chun and P. Maniatis, “Augmented smartphone applications through clone cloud execution,” in Proc. 8th Workshop on Hot Topics in Operating Systems (HotOS), Monte Verita, Switzerland, 2009. B. Chun and P. Maniatis, “Augmented smartphone applications through clone cloud execution,” in Proc. 8th Workshop on Hot Topics in Operating Systems (HotOS), Monte Verita, Switzerland, 2009.
4.
Zurück zum Zitat M. Sharifi, S. Kafaie, and O. Kashefi, “A survey and taxonomy of cyber foraging of mobile devices,” IEEE Commun. Surveys Tuts., 2011. M. Sharifi, S. Kafaie, and O. Kashefi, “A survey and taxonomy of cyber foraging of mobile devices,” IEEE Commun. Surveys Tuts., 2011.
5.
Zurück zum Zitat G. Huerta-Canepa and D. Lee, “A virtual cloud computing provider for mobile devices,” in Proc. 1st ACM Workshop on Mobile Cloud Computing & Services: Social Networks and Beyond. ACM, 2010, p. 6. G. Huerta-Canepa and D. Lee, “A virtual cloud computing provider for mobile devices,” in Proc. 1st ACM Workshop on Mobile Cloud Computing & Services: Social Networks and Beyond. ACM, 2010, p. 6.
6.
Zurück zum Zitat X. Zhang, A. Kunjithapatham, S. Jeong, and S. Gibbs, “Towards an elastic application model for augmenting the computing capabilities of mobile devices with cloud computing,” Mobile Networks and Applications, vol. 16, no. 3, pp. 270–284, 2011. X. Zhang, A. Kunjithapatham, S. Jeong, and S. Gibbs, “Towards an elastic application model for augmenting the computing capabilities of mobile devices with cloud computing,” Mobile Networks and Applications, vol. 16, no. 3, pp. 270–284, 2011.
7.
Zurück zum Zitat S. Abolfazli, Z. Sanaei, and A. Gani, “Mobile cloud computing: A review on smartphone augmentation approaches,” in Proc. 1st International Conference on Computing, Information Systems and Communications, 2012. S. Abolfazli, Z. Sanaei, and A. Gani, “Mobile cloud computing: A review on smartphone augmentation approaches,” in Proc. 1st International Conference on Computing, Information Systems and Communications, 2012.
8.
Zurück zum Zitat Sanaei Z, Abolfazli S, Gani A, Buyya R. Heterogeneity in mobile cloud computing: Taxonomy and open challenges. IEEE Communications Surveys and Tutorials 2014; 16(1):369–92. Sanaei Z, Abolfazli S, Gani A, Buyya R. Heterogeneity in mobile cloud computing: Taxonomy and open challenges. IEEE Communications Surveys and Tutorials 2014; 16(1):369–92.
9.
Zurück zum Zitat Shiraz M, Ahmed E, Gani A, Han Q. Investigation on Runtime Partitioning of Elastic Mobile Applications for Mobile Cloud Computing. Journal of Supercomputing 2014; 67(1):84–103. Shiraz M, Ahmed E, Gani A, Han Q. Investigation on Runtime Partitioning of Elastic Mobile Applications for Mobile Cloud Computing. Journal of Supercomputing 2014; 67(1):84–103.
10.
Zurück zum Zitat Abolfazli S, Sanaei Z, Ahmed E, Gani A, Buyya R. Cloud-based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Issues. IEEE Communications Surveys and Tutorials 2014; 16(1):337–68. Abolfazli S, Sanaei Z, Ahmed E, Gani A, Buyya R. Cloud-based Augmentation for Mobile Devices: Motivation, Taxonomies, and Open Issues. IEEE Communications Surveys and Tutorials 2014; 16(1):337–68.
11.
Zurück zum Zitat Cuervo E, Balasubramanian A, Cho DK, Wolman A, Saroiu S, Chandra R, Bahlx P. “MAUI: Making Smartphones Last Longer with Code Offload” MobiSys’10. June 15–18, 2010. Cuervo E, Balasubramanian A, Cho DK, Wolman A, Saroiu S, Chandra R, Bahlx P. “MAUI: Making Smartphones Last Longer with Code Offload” MobiSys’10. June 15–18, 2010.
12.
Zurück zum Zitat Hung, S. H., Shih, C. S., Shieh, J. P., Lee, C. P., & Huang, Y. H. (2012). Executing mobile applications on the cloud: Framework and issues. Computers & Mathematics with Applications, 63(2), 573–587. Hung, S. H., Shih, C. S., Shieh, J. P., Lee, C. P., & Huang, Y. H. (2012). Executing mobile applications on the cloud: Framework and issues. Computers & Mathematics with Applications, 63(2), 573–587.
13.
Zurück zum Zitat Shiraz, M., Gani, A., Khokhar, R. H., & Buyya, R. (2013). A review on distributed application processing frameworks in smart mobile devices for mobile cloud computing. Communications Surveys & Tutorials, IEEE, 15(3), 1294–1313. Shiraz, M., Gani, A., Khokhar, R. H., & Buyya, R. (2013). A review on distributed application processing frameworks in smart mobile devices for mobile cloud computing. Communications Surveys & Tutorials, IEEE, 15(3), 1294–1313.
14.
Zurück zum Zitat Gurun S, Krintz C, Wolski R (2004) NWSLite: a lightweight prediction utility for mobile devices. In: International conference on mobile systems, applications, and services, pp. 2–11. Gurun S, Krintz C, Wolski R (2004) NWSLite: a lightweight prediction utility for mobile devices. In: International conference on mobile systems, applications, and services, pp. 2–11.
15.
Zurück zum Zitat Huerta-Canepa G, Lee D (2008) An adaptable application offloading scheme based on application behavior. In: International conference on advanced information networking and applications—workshops, pp. 387–392. Huerta-Canepa G, Lee D (2008) An adaptable application offloading scheme based on application behavior. In: International conference on advanced information networking and applications—workshops, pp. 387–392.
16.
Zurück zum Zitat Gu X, Nahrstedt K, Messer A, Greenberg I, Milojicic D (2003) Adaptive offloading inference for delivering applications in pervasive computing environments. In: IEEE international conference on pervasive computing and communications, pp. 107–114. Gu X, Nahrstedt K, Messer A, Greenberg I, Milojicic D (2003) Adaptive offloading inference for delivering applications in pervasive computing environments. In: IEEE international conference on pervasive computing and communications, pp. 107–114.
17.
Zurück zum Zitat Rong P, Pedram M (2003) Extending the lifetime of a network of battery-powered mobile devices by remote processing: a markovian decision-based approach. In: Conference on design automation, pp. 906–911. Rong P, Pedram M (2003) Extending the lifetime of a network of battery-powered mobile devices by remote processing: a markovian decision-based approach. In: Conference on design automation, pp. 906–911.
18.
Zurück zum Zitat A. Messer, I. Greenberg, P. Bernadat, D. Milojicic, D. Chen, T. Giul and X. Gu, “Towards a distributed platform for resource-constrained devices,” in Distributed Computing Systems, 2002. Proceedings of the 22nd International Conference on. IEEE, 2002, pp. 43–51. A. Messer, I. Greenberg, P. Bernadat, D. Milojicic, D. Chen, T. Giul and X. Gu, “Towards a distributed platform for resource-constrained devices,” in Distributed Computing Systems, 2002. Proceedings of the 22nd International Conference on. IEEE, 2002, pp. 43–51.
19.
Zurück zum Zitat Goyal S, Carter J. A Light weight Secure Cyber Foraging Infrastructure for Resource—Constrained Devices, WMCSA 2004 6th IEEE Workshop. IEEE Publisher; 2–3 December 2004. Goyal S, Carter J. A Light weight Secure Cyber Foraging Infrastructure for Resource—Constrained Devices, WMCSA 2004 6th IEEE Workshop. IEEE Publisher; 2–3 December 2004.
20.
Zurück zum Zitat Giurgiu I, Riva O, Juric D, Krivulev I, Alonso G. Calling the cloud: enabling mobile phones as interfaces to cloud applications. In: Proceedings of the ACM/IFIP/ USENIX 10th international conference on middleware (Middleware’09), Urbana, IL, USA. Springer-Verlag; 2009. pp. 83–102. Giurgiu I, Riva O, Juric D, Krivulev I, Alonso G. Calling the cloud: enabling mobile phones as interfaces to cloud applications. In: Proceedings of the ACM/IFIP/ USENIX 10th international conference on middleware (Middleware’09), Urbana, IL, USA. Springer-Verlag; 2009. pp. 83–102.
21.
Zurück zum Zitat Giurgiu I, Riva O, Alonso G. Dynamic software deployment from clouds to mobile devices. In: Proceedings of the 13th international middleware conference (Middleware’12), Montreal, QC, Canada. Springer-Verlag; 2012. pp. 394–414. Giurgiu I, Riva O, Alonso G. Dynamic software deployment from clouds to mobile devices. In: Proceedings of the 13th international middleware conference (Middleware’12), Montreal, QC, Canada. Springer-Verlag; 2012. pp. 394–414.
22.
Zurück zum Zitat Dou, V. Kalogeraki, D. Gunopulos, T. Mielikainen, and V. Tuulos, “Misco: a map reduce framework for mobile systems,” in Proc. 3rd International Conference on Pervasive Technologies Related to Assistive Environments. ACM, 2010, p. 32. Dou, V. Kalogeraki, D. Gunopulos, T. Mielikainen, and V. Tuulos, “Misco: a map reduce framework for mobile systems,” in Proc. 3rd International Conference on Pervasive Technologies Related to Assistive Environments. ACM, 2010, p. 32.
23.
Zurück zum Zitat Zhao, Z. Xu, C. Chi, S. Zhu, and G. Cao, “Mirroring smartphones for good: A feasibility study,” Mobile and Ubiquitous Systems: Computing, Networking, and Services, pp. 26–38, 2012. Zhao, Z. Xu, C. Chi, S. Zhu, and G. Cao, “Mirroring smartphones for good: A feasibility study,” Mobile and Ubiquitous Systems: Computing, Networking, and Services, pp. 26–38, 2012.
24.
Zurück zum Zitat Chun, S. Ihm, P. Maniatis, M. Naik, and A. Patti, “Clone cloud: elastic execution between mobile device and cloud,” in Proc. sixth conference on Computer systems, 2011, pp. 301–314. Chun, S. Ihm, P. Maniatis, M. Naik, and A. Patti, “Clone cloud: elastic execution between mobile device and cloud,” in Proc. sixth conference on Computer systems, 2011, pp. 301–314.
25.
Zurück zum Zitat E. Cuervo, A. Balasubramanian, D. Cho, A. Wolman, S. Saroiu, R. Chandra, and P. Bahl, “Maui: making smartphones last longer with code offload,” in Proc. 8th international conference on Mobile systems, applications, and services. ACM, 2010, pp. 49–62. E. Cuervo, A. Balasubramanian, D. Cho, A. Wolman, S. Saroiu, R. Chandra, and P. Bahl, “Maui: making smartphones last longer with code offload,” in Proc. 8th international conference on Mobile systems, applications, and services. ACM, 2010, pp. 49–62.
26.
Zurück zum Zitat Shiraz M, Abolfazli S, Sanaei Z, Gani A (2012) A study on virtual machine deployment for application outsourcing in mobile cloud computing. J Supercomput 63(3):946–964. Shiraz M, Abolfazli S, Sanaei Z, Gani A (2012) A study on virtual machine deployment for application outsourcing in mobile cloud computing. J Supercomput 63(3):946–964.
27.
28.
Zurück zum Zitat Shiraz, M., Gani, A., Shamim, A., Khan, S., & Ahmad, R. W. (2015). Energy Efficient Computational Offloading Framework for Mobile Cloud Computing. Journal of Grid Computing, 13(1), 1–18. Shiraz, M., Gani, A., Shamim, A., Khan, S., & Ahmad, R. W. (2015). Energy Efficient Computational Offloading Framework for Mobile Cloud Computing. Journal of Grid Computing, 13(1), 1–18.
Metadaten
Titel
Offloading for Application Optimization Using Mobile Cloud Computing
verfasst von
Chinu Singla
Sakshi Kaushal
Copyright-Jahr
2016
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-0755-2_51

Neuer Inhalt