How to Implement Edge Computing in OMNeT++

To implement Edge Computing in OMNeT++ contains setting up a imitation where edge devices, edge servers, and cloud servers work collected to development data and offer services. The INET Framework in OMNeT++ affords the needed tools to model and simulate such a network. The following is a step-by-step guide:

Step-by-Step Guide

Install OMNeT++ and INET Framework

To make a certain OMNeT++ and the INET Framework installed. To download it from the particular websites and track the installation instructions.

Create a New OMNeT++ Project

Open OMNeT++ IDE: Start the OMNeT++ IDE.
Create a New Project: Go to File -> New -> OMNeT++ Project. Name the project like EdgeComputingSimulation.

Import INET into Your Project

Import INET: Right-click on the project in the Project Explorer, handpicked Properties. Make sure the INET project to go to Project References.
Copy INET Examples: From the INET framework to the project for reference the Copy case conformations.

Define the Network Topology

To form a new NED file to express the network topology, counting edge devices, edge servers, and cloud servers.

Example: Edge Computing Network Topology (EdgeNetwork.ned)

package edge;

import inet.node.inet.StandardHost;

import inet.node.inet.Router;

network EdgeNetwork

{

parameters:

@display(“bgb=800,400”);

submodules:

edgeDevice1: StandardHost {

@display(“p=100,300”);

}

edgeDevice2: StandardHost {

@display(“p=300,300”);

}

edgeServer: StandardHost {

@display(“p=500,300”);

}

cloudServer: StandardHost {

@display(“p=700,300”);

}

router1: Router {

@display(“p=200,200”);

}

router2: Router {

@display(“p=400,200”);

}

router3: Router {

@display(“p=600,200”);

}

connections:

edgeDevice1.ethg++ <–> Eth10M <–> router1.ethg++;

edgeDevice2.ethg++ <–> Eth10M <–> router1.ethg++;

router1.ethg++ <–> Eth10M <–> router2.ethg++;

router2.ethg++ <–> Eth10M <–> edgeServer.ethg++;

router2.ethg++ <–> Eth10M <–> router3.ethg++;

router3.ethg++ <–> Eth10M <–> cloudServer.ethg++;

}

In this example:

Standard hosts expressive the edge devices are edgeDevice1 and edgeDevice2.
edgeServer is a standard host on behalf of the edge server.
cloudServer is a standard host in place of the cloud server.
router1, router2, and router3 are routers enabling communication among the devices.
The Eth10M channel copies a 10 Mbps Ethernet link.

Configure the Simulation

To make an OMNeT++ initialization file to configure the parameters of the simulation.

Example: Configuration File (omnetpp.ini)

[General]

network = edge.EdgeNetwork

sim-time-limit = 100s

# Visualization

*.visualizer.canvasVisualizer.displayBackground = true

*.visualizer.canvasVisualizer.displayGrid = true

# Host Configuration

*.edgeDevice*.numApps = 1

*.edgeDevice*.app[0].typename = “TcpBasicClientApp”

*.edgeDevice*.app[0].localPort = -1

*.edgeDevice*.app[0].connectAddress = “edgeServer”

*.edgeDevice*.app[0].connectPort = 80

*.edgeDevice*.app[0].sendBytes = 1000

*.edgeDevice*.app[0].tOpen = 1s

*.edgeDevice*.app[0].tSend = 2s

*.edgeDevice*.app[0].tClose = 10s

*.edgeServer.numApps = 1

*.edgeServer.app[0].typename = “TcpBasicServerApp”

*.edgeServer.app[0].localPort = 80

*.cloudServer.numApps = 1

*.cloudServer.app[0].typename = “TcpBasicServerApp”

*.cloudServer.app[0].localPort = 80

# TCP Configuration

*.edgeDevice*.hasTcp = true

*.edgeServer.hasTcp = true

*.cloudServer.hasTcp = true

# IP Address Configuration

*.edgeDevice1.ipv4.config = xmldoc(“edgeDevice1.xml”)

*.edgeDevice2.ipv4.config = xmldoc(“edgeDevice2.xml”)

*.edgeServer.ipv4.config = xmldoc(“edgeServer.xml”)

*.cloudServer.ipv4.config = xmldoc(“cloudServer.xml”)

*.router1.ipv4.config = xmldoc(“router1.xml”)

*.router2.ipv4.config = xmldoc(“router2.xml”)

*.router3.ipv4.config = xmldoc(“router3.xml”)

Create IP Address Configuration Files

To generate XML files to express the IP address configuration for separately host and the routers.

Example: IP Configuration File for edgeDevice1 (edgeDevice1.xml)

</interface>

<route>

</route>

</routing>

</config>

Example: IP Configuration File for edgeDevice2 (edgeDevice2.xml)

</interface>

<route>

</route>

</routing>

</config>

Example: IP Configuration File for edgeServer (edgeServer.xml)

</interface>

</config>

Example: IP Configuration File for cloudServer (cloudServer.xml)

</interface>

</config>

Example: IP Configuration File for router1 (router1.xml)

</interface>

</config>

Example: IP Configuration File for router2 (router2.xml)

</interface>

</config>

Example: IP Configuration File for router3 (router3.xml)

</interface>

</config>

Implement Edge Computing Logic

To put on edge computing, basic to implement reason for data processing and task discharging among edge devices, edge servers, and the cloud server.

Example: Simple Edge Computing Logic (Pseudo-Code)

class EdgeComputingApp : public cSimpleModule

{

protected:

virtual void initialize() override;

virtual void handleMessage(cMessage *msg) override;

private:

void processLocally(cMessage *msg);

void offloadToEdgeServer(cMessage *msg);

void offloadToCloudServer(cMessage *msg);

};

void EdgeComputingApp::initialize() {

// Initialization code

}

void EdgeComputingApp::handleMessage(cMessage *msg) {

// Decide where to process the message

if (canProcessLocally(msg)) {

processLocally(msg);

} else if (canOffloadToEdgeServer(msg)) {

offloadToEdgeServer(msg);

} else {

offloadToCloudServer(msg);

}

void EdgeComputingApp::processLocally(cMessage *msg) {

// Logic to process data locally on the edge device

}

void EdgeComputingApp::offloadToEdgeServer(cMessage *msg) {

// Logic to offload data to the edge server

}

void EdgeComputingApp::offloadToCloudServer(cMessage *msg) {

// Logic to offload data to the cloud server

}

Run the Simulation

Build the Project: Right-click on the project and choose Build Project.
Run the Simulation: Connect on the green play button in the OMNeT++ IDE to start the simulation.

In this script, we discussed about the procedure to implementation of edge computing in OMNeT++ and create new OMNeT++ projects, to create IP address conformation files, and more samples. We pleasure to offer more information about to implement the Edge Computing in OMNeT++.

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How to Implement Edge Computing in OMNeT++

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