Prerequisites

• A Kubernetes Cluster
• Synthetic Data Generator Installed (Mandatory) [1]
• Prometheus Installed in the Kubernetes Cluster (Mandatory) [1]
• Be the Admin of the cluster, with access to the default Service Account.

Description

The code in this repository is using all the different Images of the subcomponents from the CODECO PDLC Component. Using the bash files and a Kubernetes Cluster, an administrator can install the PDLC Subcomponents.

Installation

Before you install PDLC you must specify the Cluster's Topology.

To specify the Topology go the the file data_preprocessing/pdlc-dp-deployment.yaml and in the field topology.json specify your topology using the Node Names and their perspective adjacency matrix. You can find an example in [1].

One more step you will need to do is to specify the node that PDLC is going to be deployed on. Go in the field spec/spec/nodeName in the following files and provide the name of your node:

• data_preprocessing/pdlc-dp-deployment.yaml
• context_awareness/pdlc-ca-deployment.yaml
• gnn_model/gnn_controller.yaml
• gnn_model/gnn_inference.yaml
• rl_model/rl-model-deployment.yaml

Run the following commands to use the installation script:

chmod -R 777 apply_yamls.sh
./apply_yamls.sh

How to Uninstall PDLC

Run the following commands to use the deletion script:

chmod -R 777 remove_yamls.sh
./remove_yamls.sh

References

1. Syntetic Data Generator

Authors:

• Panagiotis Karamolegkos (UPRC)
• Pepi Paraskevoulakou (UPRC)