• KSII Transactions on Internet and Information Systems
    Monthly Online Journal (eISSN: 1976-7277)

GreenIoT Architecture for Internet of Things Applications

Vol. 10, No.2, February 29, 2016
10.3837/tiis.2016.02.001, Full Text:

Abstract

A power-saving mechanism for smartphone devices is developed by analyzing the features of data that are received from Internet of Things (IoT) sensors devices to optimize the data processing policies. In the proposed GreenIoT architecture for power-saving in IoT, the power saving and feedback mechanism are implemented in the IoT middleware. When the GreenIoT application in the power-saving IoT architecture is launched, IoT devices collect the sensor data and send them to the middleware. After the scanning module in the IoT middleware has received the data, the data are analyzed by a feature evaluation module and a threshold analysis module. Based on the analytical results, the policy decision module processes the data in the device or in the cloud computing environment. The feedback mechanism then records the power consumed and, based on the history of these records, dynamically adjusts the threshold value to increase accuracy. Two smart living applications, a biomedical application and a smart building application, are proposed. Comparisons of data processed in the cloud computing environment show that the power-saving mechanism with IoT architecture reduces the power consumed by these applications by 24% and 9.2%.


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Cite this article

[IEEE Style]
Yi-Wei Ma, Jiann-Liang Chen, Yung-Sheng Lee and Hsin-Yi Chang, "GreenIoT Architecture for Internet of Things Applications," KSII Transactions on Internet and Information Systems, vol. 10, no. 2, pp. 444-461, 2016. DOI: 10.3837/tiis.2016.02.001

[ACM Style]
Ma, Y., Chen, J., Lee, Y., and Chang, H. 2016. GreenIoT Architecture for Internet of Things Applications. KSII Transactions on Internet and Information Systems, 10, 2, (2016), 444-461. DOI: 10.3837/tiis.2016.02.001