Data Storage Scheme of Sensor Network Based on HDFS

Abstract:

In order to solve the problem of growing massive of data in sensor network, we propose a new scheme of data storage for sensor network based on HDFS which is a cloud-based storage platform, it effectively alleviate the pressure of mass data storage on sensor network, and improved the scalability of storage system and part of the enhanced the data storage security on sensor network. And this scheme is based on cloud storage platform, storage the data which collected by sensors to each data node using a distributed architecture solution, and keep multiple copies of data in order to maintain its high reliability of data. As reducing the pressure of data storage, but also protects the security of stored data as shown by security analysis.

• Periodical: Advanced Materials Research (Volumes 926-930)
• Pages: 2462-2465
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.926-930.2462
• Online since: May 2014
• Authors: Hui Xiang Zhou*, Qiao Yan Wen
• Keywords: Cloud Computing, Datanode, HDFS, Metadata, Namenode, Sensor Network

References

[1] Girod L, Bychkovskiy V, Elson J, et al. Locating tiny sensors in time and space: A case study[C]/Computer Design: VLSI in Computers and Processors, 2002. Proceedings. 2002 IEEE International Conference on. IEEE, 2002: 214-219.

DOI: 10.1109/iccd.2002.1106773

[2] Akyildiz I F, Su W, Sankarasubramaniam Y, et al. A survey on sensor network[J]. Communications magazine, IEEE, 2002, 40(8): 102-114.

DOI: 10.1109/mcom.2002.1024422

[3] WANGLQ, ZHANG J, LVSW, etal. An efficient cryptosystem based hierarchical access control scheme and its analysis[J]. Computer Engineering and Applications, 2005, 33, 7-10. Ketchen D J, Shook C L. The application of cluster analysis in strategic management research: an analysis and critique[J]. Strategic management journal, 1996, 17(6): 441-458.

DOI: 10.1002/(sici)1097-0266(199606)17:6<441::aid-smj819>3.0.co;2-g

[4] Levis P, Madden S, Polastre J, et al. TinyOS: An operating system for sensor network[M]/Ambient intelligence. Springer Berlin Heidelberg, 2005: 115-148.

DOI: 10.1007/3-540-27139-2_7

[5] Borthakur D. The hadoop distributed file system: Architecture and design[J]. (2007).

[6] Borthakur D. HDFS architecture guide[J]. Hadoop Apache Project. http: /hadoop. apache. org/common/docs/current/hdfs_design. pdf, (2008).

[7] Liu X, Han J, Zhong Y, et al. Implementing WebGIS on Hadoop: A case study of improving small file I/O performance on HDFS[C]/Cluster Computing and Workshops, 2009. CLUSTER'09. IEEE International Conference on. IEEE, 2009: 1-8.

DOI: 10.1109/clustr.2009.5289196

[8] Boulon J, Konwinski A, Qi R, et al. Chukwa, a large-scale monitoring system[C]/Proceedings of CCA. 2008, 8.