IEICE Transactions on Communications
Online ISSN : 1745-1345
Print ISSN : 0916-8516

This article has now been updated. Please use the final version.

Efficient Data Diffusion and Elimination Control Method for Spatio-Temporal Data Retention System
Shumpei YAMASAKIDaiki NOBAYASHIKazuya TSUKAMOTOTakeshi IKENAGAMyung J. LEE
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JOURNAL FREE ACCESS Advance online publication

Article ID: 2020CQP0010

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Abstract

With the development and spread of Internet of Things technologies, various types of data for IoT applications can be generated anywhere and at any time. Among such data, there are data that depend heavily on generation time and location. We define these data as spatio-temporal data (STD). In previous studies, we proposed a STD retention system using vehicular networks to achieve the “Local production and consumption of STD” paradigm. The system can quickly provide STD for users within a specific location by retaining the STD within the area. However, this system does not take into account that each type of STD has different requirements for STD retention. In particular, the lifetime of STD and the diffusion time to the entire area directly influence the performance of STD retention. Therefore, we propose an efficient diffusion and elimination control method for retention based on the requirements of STD. The results of simulation evaluation demonstrated that the proposed method can satisfy the requirements of STD, while maintaining a high coverage rate in the area.

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© 2021 The Institute of Electronics, Information and Communication Engineers
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