A RELATIONAL DATABASE AND KEY-VALUE STORE COMBINED MECHANISM FOR MASSIVE HETEROGENEOUS SENSOR DATA MANAGEMENT

Zhiming Ding, Qi Yang, Limin Guo

Abstract

Massive sensor data management is an important issue in large-scale sensor based systems such as the Internet/web of Things. However, existing relational database and cloud data management techniques are inadequate in handling large-scale sensor sampling data. On the one hand, relational databases can not efficiently process frequent data updates caused by sensor samplings. On the other hand, current cloud data management mechanisms are largely key-value stores so that they can not support complicated spatial-temporal computation involved in sensor data query. To solve the above problems, we propose a Relational Data-Base and Key-Value store combined Cloud Data management (“RDB-KV CloudDB”) framework, in this paper. The experimental results show that the RDB-KV CloudDB can provide satisfactory query processing and sensor data updating performances in large scale sensor-based systems.

References

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  2. Gurgen L., Roncancio C., Labbé C., Bottaro A., Olive V., 2008. SStreaMWare: a service oriented middleare for heterogeneous senser data management. In ICPS'08, The 2008 International Conference on Pervasive Services, Sorrento, Italy, 6-10 July 2008. New York: ACM.
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Paper Citation


in Harvard Style

Ding Z., Yang Q. and Guo L. (2012). A RELATIONAL DATABASE AND KEY-VALUE STORE COMBINED MECHANISM FOR MASSIVE HETEROGENEOUS SENSOR DATA MANAGEMENT . In Proceedings of the 1st International Conference on Sensor Networks - Volume 1: SENSORNETS, ISBN 978-989-8565-01-3, pages 151-154. DOI: 10.5220/0003800301510154


in Bibtex Style

@conference{sensornets12,
author={Zhiming Ding and Qi Yang and Limin Guo},
title={A RELATIONAL DATABASE AND KEY-VALUE STORE COMBINED MECHANISM FOR MASSIVE HETEROGENEOUS SENSOR DATA MANAGEMENT},
booktitle={Proceedings of the 1st International Conference on Sensor Networks - Volume 1: SENSORNETS,},
year={2012},
pages={151-154},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003800301510154},
isbn={978-989-8565-01-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Sensor Networks - Volume 1: SENSORNETS,
TI - A RELATIONAL DATABASE AND KEY-VALUE STORE COMBINED MECHANISM FOR MASSIVE HETEROGENEOUS SENSOR DATA MANAGEMENT
SN - 978-989-8565-01-3
AU - Ding Z.
AU - Yang Q.
AU - Guo L.
PY - 2012
SP - 151
EP - 154
DO - 10.5220/0003800301510154