Socio-cyber network: The potential of cyber-physical system to define human behaviors using big data analytics

2019 ◽  
Vol 92 ◽  
pp. 868-878 ◽  
Author(s):  
Awais Ahmad ◽  
Muhammad Babar ◽  
Sadia Din ◽  
Shehzad Khalid ◽  
Muhammad Mazhar Ullah ◽  
...  
Keyword(s):  
Big Data ◽  
Physical System ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Cyber Physical System ◽  
Human Behaviors

Big data analytics – enabled cyber-physical system: model and applications

2019 ◽  
Vol 119 (5) ◽  
pp. 1072-1088
Author(s):  
Shuai Luo ◽  
Hongwei Liu ◽  
Ershi Qi
Keyword(s):  
Data Mining ◽  
Big Data ◽  
Data Collection ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Cyber Physical System ◽  
Content Type ◽  
Aero Engine ◽  
Communication Layer ◽  
Smart Data

Purpose The purpose of this paper is to propose a comprehensive framework for integrating big data analytics (BDA) into cyber-physical system (CPS) solutions. This framework provides a wide range of functions, including data collection, smart data preprocessing, smart data mining and smart data visualization. Design/methodology/approach The architecture of CPS was designed with cyber layer, physical layer and communication layer from the perspective of big data processing. The BDA model was integrated into a CPS that enables managers to make sound decisions. Findings The effectiveness of the proposed BDA model has been demonstrated by two practical cases − the prediction of energy output of the power grid and the estimate of the remaining useful life of the aero-engine. The method can be used to control the power supply system and help engineers to maintain or replace the aero-engine to maintain the safety of the aircraft. Originality/value The communication layer, which connects the cyber layer and physical layer, was designed in CPS. From the communication layer, the redundant raw data can be converted into smart data. All the necessary functions of data collection, data preprocessing, data storage, data mining and data visualization can be effectively integrated into the BDA model for CPS applications. These findings show that the proposed BDA model in CPS can be used in different environments and applications.

Smartbuddy: defining human behaviors using big data analytics in social internet of things

2016 ◽  
Vol 23 (5) ◽  
pp. 68-74 ◽  
Author(s):  
Anand Paul ◽  
Awais Ahmad ◽  
M. Mazhar Rathore ◽  
Sohail Jabbar
Keyword(s):  
Big Data ◽  
Internet Of Things ◽  
Data Analytics ◽  
Big Data Analytics ◽  
Human Behaviors ◽  
Social Internet Of Things
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