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Advances, Systems and Applications

Table 5 Summary of literatures about methods on edge computing based CPS

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

Item

Key Points

Related Work

MEC

1. MEC definition and functions

 

ES

2. MEC in 5G

[76]

 

3. ES deployment criterion

 

Nash Equilibrium

  

Game theory

Noncooperative game

[77]

NEA

  

DSP

1. NEA in IoT and CPS

 
 

2. DSP benefits

[78]

UAV

1.Retromodulator-based optical communication

 
 

2. Novel radio access network architecture

[79]

IoT/CPS data processing pattern

1.Social IoT

 
 

2.Novel pattern based on the stream processing technology

[80]

 

3.In-memory data processing architecture

 

Failure estimation method

1. Realization of CPS edge computing with smart sensor

 
 

2. The functions of smart sensor

[81]

 

3. Benefits of edge computing

 

CEC

1.A Cloud-Edge Computing Framework for CPS

 

ELEs

2. Tensor-based services model

[82, 83]

IRM

1.An intermediate representation model

 
 

2.Home health care application

[84]

DDPG

1.A hybrid data offloading scheme

 

DQN

2.The policy-based DRL approach

[85]

Deep reinforcement learning

  

FPGA

1.FPGA benefits

 

ARTICo

2.ARTICo benefits

[86]