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Future Internet of Things: open issues and challenges
Internet of Things (IoT) and its relevant technologies have been attracting the attention of researchers from academia, industry, and government in recent years. However, since the requirements of the IoT are quite different from what the Internet today can offer, several innovative techniques have...
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Published in: | Wireless networks 2014-11, Vol.20 (8), p.2201-2217 |
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creator | Tsai, Chun-Wei Lai, Chin-Feng Vasilakos, Athanasios V. |
description | Internet of Things (IoT) and its relevant technologies have been attracting the attention of researchers from academia, industry, and government in recent years. However, since the requirements of the IoT are quite different from what the Internet today can offer, several innovative techniques have been gradually developed and incorporated into IoT, which is referred to as the Future Internet of Things (FIoT). Among them, how to extract “data” and transfer them into “knowledge” from sensing layer to application layer has become a vital issue. This paper begins with an overview of IoT and FIoT, followed by discussions on how to apply data mining and computational intelligence to FIoT. An intelligent data management framework inspired by swarm optimization will then given. Finally, open issues and future trends of this field will be addressed. |
doi_str_mv | 10.1007/s11276-014-0731-0 |
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subjects | Analysis Applied sciences Artificial intelligence Cloud computing Communications Engineering Computer Communication Networks Computer science Computer science control theory systems Computer systems and distributed systems. User interface Data mining Data processing. List processing. Character string processing Data transfer (computers) Electrical Engineering Engineering Exact sciences and technology Governments Intelligence Internet Internet of Things IT in Business Knowledge Knowledge management Marketing Memory organisation. Data processing Networks Optimization Radiocommunications Software Studies Telecommunications Telecommunications and information theory Trends Wireless networks |
title | Future Internet of Things: open issues and challenges |
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