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.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Aspnes, J., Shah, G.: Skip graphs. ACM Trans. Algorithms 3(4), 1–25 (2007)
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)
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)
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)
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)
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)
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)
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)
Acknowledgements
This work was supported by JSPS KAKENHI Grant Number 18K11316, G-7 Scholarship Foundation, and Research Grants from the University of Fukui.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2021 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
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
Download citation
DOI: https://doi.org/10.1007/978-3-030-61105-7_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-61104-0
Online ISBN: 978-3-030-61105-7
eBook Packages: EngineeringEngineering (R0)