Skip to main content

Dynamic Transmission Scheduling and Link Selection in Mobile Cloud Computing

  • Conference paper
Analytical and Stochastic Modeling Techniques and Applications (ASMTA 2014)

Part of the book series: Lecture Notes in Computer Science ((LNPSE,volume 8499))

Abstract

Recently, mobile devices have multiple wireless interfaces to use, but how to choose an appropriate network interface? Energy-efficient data transmission is a key issue in mobile cloud computing due to energy-poverty of the mobile devices. In this paper, we study an energy-delay tradeoff and address the issue of energy-efficient offloading that migrates data-intensive but delay-tolerant applications from the mobile devices to a remote cloud. Through dynamic scheduling and link selection based on Lyapunov optimization for data transmission between the mobile devices and the cloud, we are able to reduce battery consumption of the mobile devices for transferring large volumes of data. We derive a control algorithm which determines when and on which network to transmit data so that energy-cost is minimized by leveraging delay tolerance. Further, we propose and compare three kinds of transmission schedulers with energy-efficient link selection policies under heterogeneous wireless network interfaces (e.g., 3G and WiFi), where the average energy consumption is optimized.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Armbrust, M., Fox, A., Griffith, R., Joseph, A., Katz, R., Konwinski, A., Lee, G., Patterson, D., Rabkin, A., Stoica, I., Zaharia, M.: Above the Clouds: A Berkeley View of Cloud Computing. Technical Report No. UCB/EECS-2009-28.University of California at Berkley, USA (2009)

    Google Scholar 

  2. Niu, D.: Gearing Resource-Poor Mobile Devices with Powerful Clouds: Architectures, Challenges, and Applications. IEEE Wireless Communications 20(3), 14–22 (2013)

    Article  Google Scholar 

  3. Apple Company, http://www.apple.com/icloud/

  4. Shu, P., Liu, F., Jin, H., Chen, M., Wen, F., Qu, Y., Li, B.: eTime: Energy-Efficient Transmission between Cloud and Mobile Devices. In: Proc. of IEEE Infocom, pp. 195–199. IEEE Press, New York (2013)

    Google Scholar 

  5. Gribaudo, M., Manini, D., Chiasserini, C.: Studying Mobile Internet Technologies with Agent based Mean-Field Models. In: Dudin, A., De Turck, K. (eds.) ASMTA 2013. LNCS, vol. 7984, pp. 112–126. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  6. Rahmati, A., Zhong, L.: Context-for-Wireless: Context-Sensitive Energy-Efficient Wireless Data Transfer. In: Proc. of the 5th International Conference on Mobile Systems, Applications and Services, pp. 165–178. ACM, New York (2007)

    Chapter  Google Scholar 

  7. Galinina, O., Trushanin, A., Shumilov, V., Maslennikov, R., Saffer, Z., Andreev, S., Koucheryavy, Y.: Energy-Efficient Operation of a Mobile User in a Multi-tier Cellular Network. In: Dudin, A., De Turck, K. (eds.) ASMTA 2013. LNCS, vol. 7984, pp. 198–213. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  8. Mehmeti, F., Spyropoulos, T.: Performance Analysis of On-the-Spot Mobile Data Offloading. In: Proc. of IEEE Globecom. IEEE Press, New York (2013)

    Google Scholar 

  9. Ra, M., Paek, J., Sharma, A., Govindan, R., Krieger, M., Neely, M.: Energy-Delay Tradeoffs in Smartphone Applications. In: 8th International Conference on Mobile Systems, Applications, and Services, pp. 255–270. ACM, New York (2010)

    Google Scholar 

  10. Neely, M.J.: Stochastic Network Optimization with Application to Communication and Queueing Systems. In: Synthesis Lectures on Communication Networks, vol. 3(1), pp. 1–211. Morgan & Claypool Publishers (2010)

    Google Scholar 

  11. Georgiadis, L., Neely, M.J., Tassiulas, L.: Resource Allocation and Cross-Layer Control in Wireless Networks. Now Publishers Inc. (2006)

    Google Scholar 

  12. Wolski, R., Gurun, S., Krintz, C., Nurmi, D.: Using Bandwidth Data to Make Computation Offloading Decisions. In: IEEE International Symposium on Parallel and Distributed Processing, IPDPS 2008, pp. 1–8. IEEE Press, New York (2008)

    Chapter  Google Scholar 

  13. Balasubramanian, N., Balasubramanian, A., Venkataramani, A.: Energy Consumption in Mobile Phones: A Measurement Study and Implications for Network Applications. In: 9th ACM SIGCOMM Conference on Internet Measurement Conference, pp. 280–293. ACM, New York (2009)

    Chapter  Google Scholar 

  14. Bertsekas, D.P., Gallager, R.G., Humblet, P.: Data Networks. Prentice-Hall International, New Jersey (1992)

    MATH  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2014 Springer International Publishing Switzerland

About this paper

Cite this paper

Wu, H., Wolter, K. (2014). Dynamic Transmission Scheduling and Link Selection in Mobile Cloud Computing. In: Sericola, B., Telek, M., Horváth, G. (eds) Analytical and Stochastic Modeling Techniques and Applications. ASMTA 2014. Lecture Notes in Computer Science, vol 8499. Springer, Cham. https://doi.org/10.1007/978-3-319-08219-6_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-08219-6_5

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-08218-9

  • Online ISBN: 978-3-319-08219-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics