Skip to main content

Hierarchical Workflow Management in Wireless Sensor Network

  • Conference paper
PRICAI 2012: Trends in Artificial Intelligence (PRICAI 2012)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 7458))

Included in the following conference series:

Abstract

To build the service-oriented applications in a wireless sensor network (WSN), the workflow can be utilized to compose a set of atomic services and execute the corresponding pre-designed processes. In general, WSN applications rely closely on the sensor data which are usually inaccurate or even incomplete in the resource-constrained WSN. Then, the erroneous sensor data will affect the execution of atomic services and furthermore the workflows, which form an important part in the bottom-to-up dynamics of WSN applications. In order to alleviate this issue, it is necessary to manage the workflow hierarchically. However, the hierarchical workflow management remains an open and challenging problem. In this paper, by adopting the Bloom filter as an effective connection between the sensor node layer and the upper application layer, a hierarchical workflow management approach is proposed to ensure the QoS of workflow-based WSN application . The case study and experimental evaluations demonstrate the capability of the proposed approach.

This research is supported by the National Natural Science Foundation of China (No. 61103158), the National S&T Major Project (No. 2010ZX03004-002-01), the Deakin CRGS 2011 and the Securing CyberSpaces Research Cluster of Deakin University, the Sino-Finnish International S&T Cooperation and Exchange Program (NO. 2010DFB10570), the Strategic Pilot Project of Chinese Academy of Sciences (No.XDA06010302), and the Ultra-realistic Acoustic Interactive Communication on Next-Generation Internet (No. 11110036).

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. Yick, J., Mukherjee, B., Ghosal, D.: Wireless sensor network survey. J. Computer Networks 52(12), 2292–2330 (2008)

    Article  Google Scholar 

  2. Erl, T.: Service-oriented architecture: concepts, technology, and design. Prentice Hall PTR (2005)

    Google Scholar 

  3. Leguay, J., Lopez-Ramos, M., Jean-Marie, K., Conan, V.: An efficient service oriented architecture for heterogeneous and dynamic wireless sensor networks. In: 33rd IEEE Conference on Local Computer Networks, pp. 740–747. IEEE Press, Quebec (2008)

    Google Scholar 

  4. Caete, E., Chen, J., Diaz, M., Llopis, L., Rubio, B.: A service-oriented middleware for wireless sensor and actor networks. In: 6th IEEE Conference on Information Technology: New Generations, pp. 575–580. IEEE Press, Las Vegas (2009)

    Google Scholar 

  5. Tong, E., Niu, W., Tang, H., Li, G., Zhao, Z.: Reasoning-based Context-aware Workflow Management in Wireless Sensor Network. In: 9th IEEE Conference on Service Oriented Computing, pp. 270–282. IEEE Press, Paphos (2011)

    Google Scholar 

  6. Chen, D., Varshney, P.K.: QoS support in wireless sensor networks: A survey. In: International Conference on Wireless Networks, pp. 227–233. CSREA Press, Las Vegas (2004)

    Google Scholar 

  7. Bloom, B.H.: Space/time trade-offs in hash coding with allowable errors. J. Communications of the ACM 13(7), 422–426 (1970)

    Article  MATH  Google Scholar 

  8. Fan, L., Cao, P., Almeida, J., Broder, A.Z.: Summary Cache: A Scalable Wide-Area Web Cache Sharing Protocol. J. IEEE/ACM Transactions on Networking 8(3), 281–293 (2000)

    Article  Google Scholar 

  9. Kammer, P.J., Bolcer, G.A., Taylor, R.N., Hitomi, A.S., Bergman, M.: Techniques for Supporting Dynamic and Adaptive Workflow. J. Computer Supported Cooperative Work 9(3), 269–292 (2000)

    Article  Google Scholar 

  10. Ardissono, L., Furnari, R., Goy, A., Petrone, G., Segnan, M.: A framework for the management of context-aware workflow systems. In: 3rd International Conference on Web Information Systems and Technologies, pp. 1–9. IEEE Press, Florian Lautenbacher (2007)

    Google Scholar 

  11. Patel, C., Supekar, K., Lee, Y.: A QoS Oriented Framework for Adaptive Management of Web Service Based Workflows. In: Mařík, V., Štěpánková, O., Retschitzegger, W. (eds.) DEXA 2003. LNCS, vol. 2736, pp. 826–835. Springer, Heidelberg (2003)

    Chapter  Google Scholar 

  12. Cardoso, J., Miller, J., Sheth, A., Arnold, J., Kochut, K.: Quality of service for workflows and web service processes. J. Web Semantics: Science, Services and Agents on the World Wide Web 1(3), 281–308 (2004)

    Article  Google Scholar 

  13. Hua, N., Yu, N., Guo, Y.: Research on Service oriented and Middleware based active QoS Infrastructure of Wireless Sensor Networks. In: 10th International Symposium on Pervasive Systems, Algorithms, and Networks, pp. 208–213. IEEE Press, Kaohsiung (2009)

    Chapter  Google Scholar 

  14. Anastasi, G.F., Bini, E., Romano, A., Lipari, G.: A Service-Oriented Architecture for QoS Configuration and Management of Wireless Sensor Networks. In: 15th International Conference on Emerging Technologies and Factory Automation, pp. 1–8. IEEE Press, Bilbao (2010)

    Chapter  Google Scholar 

  15. Heinzelman, W.B., Chandrakasan, A.P., Balakrishnan, H.: An application-specific protocol architecture for wireless microsensor networks. J. IEEE Transactions on Wireless Communications 1(4), 660–670 (2002)

    Article  Google Scholar 

  16. Zipf, G.K.: Human behavior and the principle of least effort. J. Cambridge, Mass., 386–409 (1949)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2012 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Tong, E., Niu, W., Li, G., Tang, H., Tang, D., Ci, S. (2012). Hierarchical Workflow Management in Wireless Sensor Network. In: Anthony, P., Ishizuka, M., Lukose, D. (eds) PRICAI 2012: Trends in Artificial Intelligence. PRICAI 2012. Lecture Notes in Computer Science(), vol 7458. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-32695-0_53

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-32695-0_53

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-32694-3

  • Online ISBN: 978-3-642-32695-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics