D-Dashboard

D-Dashboard is a Kubernetes-focused system metric monitoring application built using React and Go. Designed for real-time insights into Kubernetes pods and nodes, it enables efficient multi-cluster monitoring, AI-powered anomaly detection, and seamless Docker integration. This application provides cross-platform compatibility and an intuitive UI to help users visualize, analyze, and optimize Kubernetes workloads effortlessly.

Features

• Real-time Monitoring: Track system metrics in real time.

• Cross-Platform Compatibility: Works seamlessly on any operating system.

• User-Friendly Interface: Simple and intuitive UI built with React.

• Robust Backend: Efficient data handling with a Go backend.

• Unified Multi-Cluster Monitoring:

  Integrate multiple Kubernetes clusters & Docker environments into a single UI.

  Provides Lens-like visualization for a better user experience.

• AI-Powered Anomaly Detection

  Detect pod failures, memory leaks, and CPU spikes before they impact performance.

  Uses Prometheus data with TensorFlow/PyTorch models for anomaly detection.

Table of Contents

• #features
• #installation
• #usage
• #configuration

Installation

Prerequisites

• Docker
• Node.js
• Go

Steps

1. Clone the Repository:

bash

git clone (link unavailable)
cd D-Dashboard

2. Build and Run with Docker:

bash

docker-compose up --build

This command will build and start the application using Docker, ensuring it runs independently of the host operating system.

Access the Application

Open your browser and navigate to http://localhost:3000 to access the D-Dashboard interface.

Monitor Metrics

The dashboard provides an overview of system metrics:

• CPU Usage: View real-time CPU utilization.
• Memory Usage: Check current memory consumption.
• Disk Usage: Monitor disk space usage.
• Network Activity: Track network input/output.
• Refresh Rate: The dashboard updates metrics every 5 seconds, providing near real-time data.

Configuration

Frontend (React)

Located in the /frontend directory.

• Install Dependencies:

bash

cd frontend
npm install

• Start the Development Server:

bash

npm start

Backend (Go)

Located in the /backend directory.

• Install Dependencies: bash

cd backend
go get ./...

• Run the Backend Server:

bash

go run main.go