Error correction method considering fog and edge computing environment
Error correction method considering fog and edge computing environment
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DOI：
10.1109/icphys.2019.8780317
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发表时间：
2019-05
期刊：
影响因子：
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通讯作者：
Kanae Matsui;H. Nishi
中科院分区：
文献类型：
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作者：
Kanae Matsui;H. Nishi
该研究旨在通过使用分层计算资源在云中分布集中进程的计算环境，在雾和边缘执行传感器数据的纠错服务。作为雾计算和边缘计算环境的一个重要应用，可以利用雾计算和边缘计算的局部性，对纠错服务的完整性进行评估。当使用畸形数据或数据可视化时，数据中的错误或异常值可能会导致系统控制和行为变化可视化应用的严重问题。所提出的方法可以解决未来物联网时代云端的数据拥塞问题。
This study aims to execute error correction service of sensor data at fog and edge, which are the computing environments for distributing the concentrated processes in a cloud by using hierarchical computing resources. Service integrity of error correction was evaluated as an essential application of fog and edge computing environment, which can use the locality of fog and edge. Errors or outliers in data may cause a serious problem in system controlling and visualization application for behavior change when by using the malformed data or visualization of the data. The proposed methods can solve the data congestion problems at a cloud in the future IoT era.