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Advances, Systems and Applications

Table 3 Summary of Literatures about Methods on Cloud Computing Based CPS

From: Dynamic resource provisioning for cyber-physical systems in cloud-fog-edge computing

Item

Key Points

Related Work

Domain

LP-based algorithm

1. Minimized energy consumption

[47]

Arrangement

Stochastic VM placement algorithm

2. Improved feasibility

[46]

 

QVMS

Virtual machine scheduling method

[48]

Energy conservation

Anomaly

Automatic fault diagnosis of bearings

[49]

Manufacturing

Fault detection

   

RFs

1. Resource fractals

[50]

 
 

2. Reconfigurable rules

[51]

Smart factory

CCPSA

1. Complex Industrial Applications(CIAs)

  
 

2. Virtualized resource management techniques

  
 

3. Scheduling of cloud resources

[52]

Industry

 

4. Life cycle management

  

CaaS

1. Design of CaaS

[53]

 

ESD system

2. Implementation of the Cyberaide Creative service

[54]

Architecture

Deep learning

   

Convolutional neural network (CNN)

Forecasting/prediction/classification/ regression

[55]

Smart grid

V2X

1. Technology strategy

  

SMEs

2. Policy strategy

[56]

Automated driving

ANN

1. Behaviour

[57]

 
 

2. Event Recognition

[58]

Transport

Decision Tree

Predict traffic congestion level and pollution level

[59]

Transport

Pattern recognition

   

Clustering

Activity recognition

[60]

Smart home

Attribute-based encryption

Semi-trusted environments

[61]

Healthcare

PI

1. Possible linkages

[62]

 
 

2. Thematic clusters

[63]

Smart city