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A Waiting Time Determination Method to Merge Data on Distributed Sensor Data Stream Collection

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Advances on P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC 2020)

Part of the book series: Lecture Notes in Networks and Systems ((LNNS,volume 158))

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Abstract

We define continuous sensor data with difference cycles as “sensor data streams” and have proposed methods to collect distributed sensor data streams. However, it is required to determine the appropriate waiting time in each processing computer (node) to collect and merge data efficiently. Therefore, this paper presents a method to determine a specific waiting time in each node. The simulation results show that the waiting time affects the loads and processing time to collect the data.

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References

  1. Aspnes, J., Shah, G.: Skip graphs. ACM Trans. Algorithms 3(4), 1–25 (2007)

    Article  MathSciNet  Google Scholar 

  2. Banno, R., Takeuchi, S., Takemoto, M., Kawano, T., Kambayashi, T., Matsuo, M.: Designing overlay networks for handling exhaust data in a distributed topic-based pub/sub architecture. J. Inform. Process. 23(2), 105–116 (2015)

    Article  Google Scholar 

  3. Duan, Z., Tian, C., Zhou, M., Wang, X., Zhang, N., Du, H., Wang, L.: Two-layer hybrid peer-to-peer networks. Peer-to-Peer Netw. Appl. 10, 1304–1322 (2017)

    Article  Google Scholar 

  4. Kawakami, T., Yoshihisa, T., Teranishi, Y.: A load distribution method for sensor data stream collection considering phase differences. In: Proceedings of the 9th International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2018), pp. 357–367 (2018)

    Google Scholar 

  5. Kawakami, T., Yoshihisa, T., Teranishi, Y.: Evaluation of a distributed sensor data stream collection method considering phase differences. In: Proceedings of the 10th International Workshop on Streaming Media Delivery and Management Systems (SMDMS 2019), pp. 444–453 (2019)

    Google Scholar 

  6. Legtchenko, S., Monnet, S., Sens, P., Muller, G.: RelaxDHT: a churn-resilient replication strategy for peer-to-peer distributed hash-tables. ACM Trans. Auton. Adapt. Syst. 7(2), 1–18 (2012)

    Article  Google Scholar 

  7. Shao, X., Jibiki, M., Teranishi, Y., Nishinaga, N.: A virtual replica node-based flash crowds alleviation method for sensor overlay networks. J. Netw. Comput. Appl. 75, 374–384 (2016)

    Article  Google Scholar 

  8. Teranishi, Y., Kawakami, T., Ishi, Y., Yoshihisa, T.: A large-scale data collection scheme for distributed topic-based pub/sub. In: Proceedings of the 2017 International Conference on Computing, Networking and Communications (ICNC 2017) (2017)

    Google Scholar 

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Acknowledgements

This work was supported by JSPS KAKENHI Grant Number 18K11316, G-7 Scholarship Foundation, and Research Grants from the University of Fukui.

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Correspondence to Tomoya Kawakami .

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Kawakami, T., Yoshihisa, T., Teranishi, Y. (2021). A Waiting Time Determination Method to Merge Data on Distributed Sensor Data Stream Collection. In: Barolli, L., Takizawa, M., Yoshihisa, T., Amato, F., Ikeda, M. (eds) Advances on P2P, Parallel, Grid, Cloud and Internet Computing. 3PGCIC 2020. Lecture Notes in Networks and Systems, vol 158. Springer, Cham. https://doi.org/10.1007/978-3-030-61105-7_5

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  • DOI: https://doi.org/10.1007/978-3-030-61105-7_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-61104-0

  • Online ISBN: 978-3-030-61105-7

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