Skip to main content
SpringerLink
Log in

An Improved Ring-Based Model for Big Data Storage and Retrieval in Wireless Sensor Networks

  • Conference paper
  • First Online:
Security, Privacy and Anonymity in Computation, Communication and Storage (SpaCCS 2016)

Part of the book series: Lecture Notes in Computer Science ((LNSC,volume 10067))

  • 860 Accesses

Abstract

In wireless sensor network, sensor nodes generate continuous data, such as the variety of ambient temperature and humidity data. Because of the sensor node energy is limited, frequently transmiting data will lead to the sensor node energy consume too fast. In addition, there are usually active nodes that produce data or query data more frequently in sensor network, if using traditional data centric storage method will produce the hotspot problem. In this paper, we proposed an improved ring-based data storage and retrieval model named IRSR. IRSR divides the nodes into some rings and chooses an optimal ring according to the frequencies of event and query, and uses adjacency ring rotation working to ensure the network load balance. We show by simulation that IRSR achieves more balanced traffic load on sensor nodes and prolongs the lifetime of the senor networks even under the extreme circumstance.

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

Access this chapter

Log in via an institution
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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Jennifer, Y., Biswanath, M., Dipak, G.: Wireless sensor network survey. Int. J. Comput. Telecommun. Networking 52(12), 2292–2330 (2008)

    Google Scholar 

  2. Chong, C.Y., Kumar, S.P.: Sensor networks: evolution, opportunities and challenges. In: Proceeding of the IEEE, pp. 1247–1256 (2003)

    Google Scholar 

  3. Elson, J., Estrin, D.: Wireless sensor networks: an bridge to the physical world. In: Raghavendra, C.S., Sivalingam, K.M., Znati, T. (eds.) Wireless Sensor Networks, pp. 3–20. Springer, Heidelberg (2004)

    Google Scholar 

  4. Yu, Z., Zhou, S., Guan, J.: Data storage and access in wireless sensor networks: a survey. Acta Electronica Sin. 36(10), 2001–2010 (2008)

    Google Scholar 

  5. Intanagonwiwat, C., Govindan, R., Estrin, D., Heidemann, J.S., Silva, F.: Directed diffusion for wireless sensor networking. IEEE/ACM Trans. Networking 11(1), 2–16 (2003)

    Article  Google Scholar 

  6. Ganesan, D., Greenstein, B., Estrin, D., Heidemann, J., Govindan, R.: Multi-resolution storage and search in sensor networks. ACM Trans. Storage 1(3), 277–315 (2005)

    Article  Google Scholar 

  7. Shenker, S., Ratnasamy, S., Karp, B., Govindan, R., Estrin, D.: Data-centric storage in sensor nets. ACM SIGCOMM Comput. Commun. Rev. 33(1), 137–142 (2003)

    Article  Google Scholar 

  8. Sylvia, R., Brad, K., Scott, S., et al.: Data-centric storage in sensornets with GHT, a geographic hash table. Mobile Netw. Appl. 8(4), 427–442 (2003)

    Article  Google Scholar 

  9. Scott, S., Sylvia, R., Brad, K., et al.: Data-centric storage in sensornets. ACM SIGCOMM Comput. Commun. Rev. 33(1), 137–142 (2003)

    Article  Google Scholar 

  10. Abhishek, G., Jens, G., Resilient, C.J.: Data-centric storage in wireless ad-hoc sensor networks. In: Proceedings of the 4th International Conference on Mobile Data Management, London, pp. 45–62 (2003)

    Google Scholar 

  11. Yongxuan, L., Hong, C., Yufeng, W.: Dynamic balanced storage in wireless sensor networks. In: Proceedings of the 4th Workshop on Data Management for Sensor Networks (2007)

    Google Scholar 

  12. Ratnabali, B., Kaushik, C., Agrawa, P.: Attribute allocation and retrieval scheme for large-scale sensor networks. Int. J. Wirel. Inf. Netw. 13(4), 303–315 (2006)

    Article  Google Scholar 

  13. Braginsky, D., Estrin, D.: Rumor routing algorithm for sensor networks. In: Proceedings of the 1st Workshop on Sensor Networks and Applications (2002)

    Google Scholar 

  14. Liu, X., Huang, Q., Zhang, Y.: Combs, needles, haystacks: balancing push and pull for discovery in large scale sensor networks. In: Proceeding of the 2nd ACM Conference on Embedded Networked Sensor Systems, pp. 122–133 (2004)

    Google Scholar 

  15. Li, G.L., Gao, H.: A load balance data storage method based on ring for sensor networks. J. Softw. 18(5), 1173–1185 (2007)

    Article  Google Scholar 

  16. Zhaochun, Y., Bin, X., Shuigeng, Z.: Achieving optimal data storage position in wireless sensor networks. Comput. Commun. 33(1), 92–102 (2009)

    Google Scholar 

  17. Chen, H.L., Ma, X.P.: Adaptive information brokerage in wireless sensor networks with virtual rings. Appl. Mech. Mater. 687–691, 3044–3047 (2014)

    Article  Google Scholar 

  18. Objective Modular Network Testbed in C ++. https://omnetpp.org/

Download references

Author information

Authors and Affiliations

  1. Department of Computer Science and Technology, Zhuhai College of Jilin University, Zhuhai, 519041, China

    Hongling Chen

  2. Zhuhai Laboratory of Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Zhuhai, 519041, China

    Quangang Wen & Xiaoyang Fu

Authors
  1. Hongling Chen
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Quangang Wen
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Xiaoyang Fu
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Hongling Chen .

Editor information

Editors and Affiliations

  1. Guangzhou University, Guangzhou, China

    Guojun Wang

  2. Colorado State University, Fort Collins, Colorado, USA

    Indrakshi Ray

  3. University of the West of Scotland, Paisley, Glasgow, United Kingdom

    Jose M. Alcaraz Calero

  4. Indian Institute of Information Technology and Management Kerala (IIITM-K), Trivandrum, Kerala, India

    Sabu M. Thampi

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing AG

About this paper

Cite this paper

Chen, H., Wen, Q., Fu, X. (2016). An Improved Ring-Based Model for Big Data Storage and Retrieval in Wireless Sensor Networks. In: Wang, G., Ray, I., Alcaraz Calero, J., Thampi, S. (eds) Security, Privacy and Anonymity in Computation, Communication and Storage. SpaCCS 2016. Lecture Notes in Computer Science(), vol 10067. Springer, Cham. https://doi.org/10.1007/978-3-319-49145-5_5

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-49145-5_5

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-49144-8

  • Online ISBN: 978-3-319-49145-5

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation