Skip to main content

Mobility-Aware Resource Scheduling Cloudlets in Mobile Environment

  • Chapter
  • First Online:
Cloud Broker and Cloudlet for Workflow Scheduling

Part of the book series: KAIST Research Series ((KAISTRS))

  • 685 Accesses

Abstract

The ever-growing number of smart phones is producing explosive amounts of traffic in order to support a wide plethora of multimedia services. A recent Cisco report estimates that global mobile traffic will exceed 24.3 exabytes monthly in 2019.

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 EPUB and 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
Hardcover Book
USD 54.99
Price excludes VAT (USA)
  • Durable hardcover 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

References

  1. Y. Zhang, M. Chen, S. Mao, L. Hu, V.C. Leung, CAP: Crowd activity prediction based on big data analysis. IEEE Netw. 28, 52–57 (2014)

    Article  Google Scholar 

  2. L. Peng, C.H. Youn, W. Tang, C. Qiao, A Novel approach to optical switching for intra-datacenter networking. J. Lightwave Technol. 30, 252–266 (2012)

    Article  Google Scholar 

  3. G. Fortino, W. Russo, M. Vaccaro, An works. J. Netw. Comput. Appl. 37, 127–145 (2014)

    Article  Google Scholar 

  4. G. Fortino, W. Russo, Using P2P, GRID and agent technologies for the development of content distribution networks. Future Gener. Comp. Syst. 24, 180–190 (2008)

    Article  Google Scholar 

  5. J. Li, M. Qiu, Z. Ming, G. Quan, X. Qin, Z. Gu, Online optimization for scheduling preemptable tasks on IaaS cloud systems. J. Parallel Distrib. Comput. 72, 666–677 (2012)

    Article  Google Scholar 

  6. J. Li, Z. Ming, M. Qiu, G. Quan, X. Qin, T. Chen, Resource allocation robustness in multi-core embedded systems with inaccurate information. J. Syst. Archit. 57, 840–849 (2011)

    Article  Google Scholar 

  7. X. Ge, S. Tu, G. Mao, C.X. Wang, T. Han, 5G ultra-dense cellular networks. IEEE Wirel. Commun. 23, 72–79 (2016)

    Article  Google Scholar 

  8. M. Volk, J. Sterle, U. Sedlar, A. Kos, An approach to modeling and control of QoE in next generation networks. IEEE Commun. Mag. 48, 126–135 (2010)

    Article  Google Scholar 

  9. K. Lin, W. Wang, X. Wang, W. Ji, J. Wan, QoE-Driven spectrum assignment for 5G Wireless networks using SDR. IEEE Wirel. Commun. 22, 48–55 (2015)

    Article  Google Scholar 

  10. M.S. Hossain, G. Muhammad, M.F. Alhamid, B. Song, K. Almutib, Audio-visual emotion recognition using big data towards 5G. Mob. Netw. Appl. 1–11 (2016). doi:10.1007/s11036-016-0685-9

  11. K. Zheng, X. Zhang, Q. Zheng, W. Xiang, L. Hanzo, Quality-of-experience assessment and its application to video services in LTE networks. IEEE Wirel. Commun. 1, 70–78 (2015)

    Article  Google Scholar 

  12. J. Sterle, U. Sedlar, M. Rugelj, A. Kos, M. Volk, Application-driven OAM framework for heterogeneous IoT environments. Int. J. Distrib. Sens. Netw. 2016 (2016). doi:10.1155/2016/5649291

  13. U. Sedlar,M. Rugelj, M. Volk, J. Sterle, Deploying and managing a network of autonomous internet measurement probes: Lessons learned. Int. J. Distrib. Sens. Netw. 2015 (2015). doi:10.1155/2015/852349

  14. Y. Zhang, M. Qiu, C. Tsai, M. M. Hassan, A. Alamri, Health-CPS: healthcare cyber-physical system assisted by cloud and big data. IEEE Syst. J. 1–8 (2015). doi:10.1109/JSYST.2015.2460747

  15. M. Qiu, E.H.-M. Sha, Cost minimization while satisfying hard/soft timing constraints for heterogeneous embedded systems. ACM Trans. Des. Autom. Electron. Syst. 14, 2009. doi:10.1145/1497561.1497568

  16. X. Wang, M. Chen, T. Taleb, A. Ksentini, V.C.M. Leung, Cache in the air: exploiting content caching and delivery techniques for 5G systems. IEEE Commun. Mag. 52, 131–139 (2014)

    Article  Google Scholar 

  17. K. Zheng, L. Hou, H. Meng, Q. Zheng, N. Lu, L. Lei, Soft-defined heterogeneous vehicular network: architecture and challenges. IEEE Netw. (2015). arXiv:1510.06579

  18. K. Lin, T. Xu, J. Song, Y. Qian, Y. Sun, Node scheduling for all-directional intrusion detection in SDR-based 3D WSNs. IEEE Sens. J. (2016). doi:10.1109/JSEN.2016.2558043

    Google Scholar 

  19. K. Shanmugam, N. Golrezaei, A. Dimakis, A. Molisch, G. Caire, Femtocaching: wireless content delivery through distributed caching helpers. IEEE Trans. Inf. Theory 59, 8402–8413 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  20. N. Golrezaei, P. Mansourifard, A.F. Molisch, A.G. Dimakis, Base-station assisted device-to-device communications for high-throughput wireless video networks. IEEE Trans. Wirel. Commun. 13, 3665–3676 (2014)

    Article  Google Scholar 

  21. J. Song, H. Song, W. Choi, Optimal caching placement of caching system with helpers, in Proceedings of of the 2015 IEEE International Conference on Communications (ICC), London, 8–12 June 2015

    Google Scholar 

  22. L. Lei, Y. Kuang, N. Cheng, X. Shen, Z. Zhong, C. Lin, Delay-optimal dynamic mode selection and resource allocation in device-to-device communications. IEEE Trans. Veh. Technol. 65, 3474–3490 (2015)

    Article  Google Scholar 

  23. K. Zheng, H. Meng, P. Chatzimisios, L. Lei, X. Shen, An SMDP-based resource allocation in vehicular cloud computing systems. IEEE Trans. Ind. Electron. 12, 7920–7928 (2015)

    Article  Google Scholar 

  24. K. Lin, M. Chen, J. Deng, M. Hassan, G. Fortino, Enhanced fingerprinting and trajectory prediction for iot localization in smart buildings. IEEE Trans. Autom. Sci. Eng. 1–14 (2016). doi:10.1109/TASE.2016.2543242

  25. M. Ji, G. Caire, A.F. Molisch, Wireless device-to-device caching networks: basic priciples and system performance. IEEE J. Sel. Areas Commun. 34, 176–189 (2016)

    Article  Google Scholar 

  26. K. Lin, J. Song, J. Luo, W. Ji, M. Hossain, A. Ghoneim, GVT: green video transmission in the mobile cloud networks. IEEE Trans. Circuits Syst. Video Technol. (2016). doi:10.1109/TCSVT.2016.2539618

    Google Scholar 

  27. D. Malak, M. Al-Shalash, Optimal caching for device-to-device content distribution in 5G networks, in Proceedings of the 2014 IEEE Globecom Workshops (GC Wkshps), Austin, 8–12 Dec 2014, pp. 863–868

    Google Scholar 

  28. M. Ji, G. Caire, A. Molisch, The throughput-outage tradeoff of wireless one-hop caching networks. IEEE Trans. Inf. Theory 61, 6833–6859 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  29. X. Ge, J. Ye, Y. Yang, Q. Li, User mobility evaluation for 5g small cell networks based on individual mobility model. IEEE J. Sel. Areas Commun. 34, 528–541 (2016)

    Article  Google Scholar 

  30. S.H. Chae, J.Y. Ryu, T.Q.S. Quek, W. Choi, Cooperative transmission via caching helpers, in Proceedings of the 2015 IEEE Global Communications Conference (GLOBECOM), San Diego, 6–10 Dec 2015

    Google Scholar 

  31. X. Ge, B. Yang, J. Ye, G. Mao, C.-X. Wang, T. Han, Spatial spectrum and energy efficiency of random cellular networks. IEEE Trans. Commun. 63, 1019–1030 (2015)

    Article  Google Scholar 

  32. Y. Li, W. Wang, Can mobile cloudletss support mobile applications? in Proceedings of the 33rd Annual IEEE International Conference on Computer Communications (INFOCOM’14), Toronto, 27 Apr–2 May 2014, pp. 1060–1068

    Google Scholar 

  33. H. Ahlehagh, S. Dey, Video-aware scheduling and caching in the radio access network. IEEE/ACM Trans. Netw. 22, 1444–1462 (2014)

    Article  Google Scholar 

  34. X. Ge, S. Tu, T. Han, Q. Li, G. Mao, Energy efficiency of small cell backhaul networks based on gauss-markov mobile models. IET Netw. 4, 158–167 (2015)

    Article  Google Scholar 

  35. A. Passarella, M. Conti, Analysis of individual pair and aggregate inter contact times in heterogeneous opportunistic networks. IEEE Trans. Mob. Comput. 12, 2483–2495 (2013)

    Article  Google Scholar 

  36. Y. Zhang, D. Zhang, M.M. Hassan, A. Alamri, L. Peng, CADRE: cloud-assisted drug recommendation service for online pharmacies. ACM/Springer Mob. Netw. Appl. 20, 348–355 (2015)

    Article  Google Scholar 

  37. X. Chen, L. Jiao, W. Li, X. Fu, Efficient multi-user computation offloading for mobile-edge cloud computing. IEEE Trans. Netw. (2015). doi:10.1109/TNET.2015.2487344

    Google Scholar 

  38. M. Chen, Y. Hao, Y. Li, C. Lai, D. Wu, On the computation offloading at ad hoc cloudlet: architecture and service models. IEEE Commun. 53, 18–24 (2015)

    Article  Google Scholar 

  39. L. Tong, Y. Li, W.A. Gao, Hierarchical edge cloud architecture for mobile computing, in Proceedings of the IEEE INFOCOM 2016—The 35th Annual IEEE International Conference on Computer Communications, San Francisco, 10–15 Apr 2016

    Google Scholar 

  40. Q. Liu, Y. Ma, M. Alhussein, Y. Zhang, L. Peng, Green data center with iot sensing and cloud-assisted smart temperature controlling system. Comput. Netw. 101, 104–112 (2016)

    Article  Google Scholar 

  41. X. Ge, X. Huang, Y. Wang, M. Chen, Q. Li, T. Han, C.-X. Wang, Energy efficiency optimization for mimo-ofdm mobile multimedia communication systems with QoS constraints. IEEE Trans. Veh. Technol. 63, 2127–2138 (2014)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chan-Hyun Youn .

Rights and permissions

Reprints and permissions

Copyright information

© 2017 Springer Nature Singapore Pte Ltd.

About this chapter

Cite this chapter

Youn, CH., Chen, M., Dazzi, P. (2017). Mobility-Aware Resource Scheduling Cloudlets in Mobile Environment. In: Cloud Broker and Cloudlet for Workflow Scheduling. KAIST Research Series. Springer, Singapore. https://doi.org/10.1007/978-981-10-5071-8_7

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-5071-8_7

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-5070-1

  • Online ISBN: 978-981-10-5071-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics