.png){kind=icon}
返回
When Computation Hugs Intelligence: Content-Aware Data Processing for Industrial IoT
.png){kind=icon}
PRE
AI
DOI：10.1109/JIOT.2017.2785624.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
Data service has been considered as one the most prominent characteristics for Industrial Internet of Things (IIoT). This paper studies how to design an optimal computing manner for a general IIoT system. On the theory end, we analyze the relationship between the data processing and the energy consumption through investigating the content correlation of the captured data. Importantly, we derive an exact expression for the performance of IIoT by combining computation with intelligence. On the application end, we design an efficient way to obtain a threshold by approximating the performances of different computing manners, and show how to apply it to practical IIoT applications. We believe that the proposed computation rules hold great significance for the IIoT designer, that is, it is better to use distributed computing manner when the content correlation is high, otherwise, centralized computing manner is better.
Keyword:
Computation intelligence
computing manner
data processing
Industrial Internet of Things (IIoT)
AI总结
对已上传原文的论文进行重点信息的提取，主要内容包括：简要概述、研究摘要、背景介绍、关键亮点、图文解析、展望与总结。
期刊
IF:
8.9
论文数:
1.4W
被引数:
7.8W
机构
Z
引用论文
Proactive Interference Avoidance for Mobile-to-Mobile Communication in LTE NetworksLTE网络中移动对移动通信的主动干扰避免
OAAI
OAAI分享收藏分享收藏分享收藏Software-Defined Industrial Internet of Things in the Context of Industry 4.0工业4.0背景下的软件定义工业物联网.png)
IEEE SENSORS JOURNAL
IEEE SENSORS JOURNALIF4.5
PREAI
分享收藏分享收藏A Buffer-Aware HTTP Live Streaming Approach for SDN-Enabled 5G Wireless NetworksIEEE NETWORK
IEEE NETWORKIF6.3
PREAI
分享收藏ERDT: Energy-Efficient Reliable Decision Transmission for Intelligent Cooperative Spectrum Sensing in Industrial IoTERDT: 工业物联网智能协作频谱感知的高能效可靠决策传输IEEE ACCESS
OAAI
IEEE ACCESSIF3.6
OAAI分享收藏
查看更多内容