Design and Implementation of Intelligent Parking Guidance System based on Internet of Things(IoT)

DONG-JU, MIN and DONG-SEONG, KIM and HAC-HEE, CHOI (2016) Design and Implementation of Intelligent Parking Guidance System based on Internet of Things(IoT). In: Fifth International Conference On Advances in Computing, Electronics and Electrical Technology - CEET 2016, 12-13 March,2016, Kuala Lumpur, Malaysia.

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Abstract

This paper proposes an optimal dynamic resource allocation method in Internet of Things (IoT) Parking Guidance Systems (PSG). In the proposed method, a resource allocation using a forecasting model based on Q-learning is employed. To demonstrate efficiency of this method, it is verified by Matlab 7. Through simulation results, this paper proves that the proposed method can enhance total throughput, decrease penalty fee issued by Service Level Agreement (SLA) and reduce response time with the dynamic number of users.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Internet of Things, Q-learning, Virtual Machine provisioning (VM provisioning), Cloud computing
Depositing User: Mr. John Steve
Date Deposited: 27 Mar 2019 12:11
Last Modified: 27 Mar 2019 12:11
URI: http://publications.theired.org/id/eprint/1011

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