Simoob - Simplified Modern Observability

TECHNICAL WHITEPAPER

SIMOOB: A Lightweight Container-Based Observability Agent for Metrics and Log Monitoring in Modern Cloud Environments

Deep dive into the architectural design, implementation strategies, and technical foundations of SIMOOB. Learn how we built a comprehensive observability solution using Docker SDK, Python psutil, and modern web technologies to deliver real-time monitoring at scale.

System architecture and design patterns
Real-time data collection mechanisms
Performance optimization techniques
Scalability and deployment strategies

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Platform Architecture

A comprehensive lifecycle approach to observability

Build

Equip engineers with what they need to monitor faster

Run

Run every service at the highest levels of reliability

Discover

Get critical insights into your infrastructure faster

Govern

Keep visibility and control over every metric and service

Container Metrics

Network Stats

Resource Usage

Performance Insights

Log Analysis

Real-time Tracking

Simoob

Observability Platform

Building blocks of innovation

API

REST API

WebSocket

FastAPI

Analytics

Trends

Reporting

Visualizations

Data

SQLite

Time-series

30-day History

Containers

Docker

Kubernetes

Containerd

OUR PLATFORM

Foundational Technology for Your Observability Needs

Comprehensive monitoring solutions that integrate seamlessly with your existing infrastructure

Container Management

Using Docker SDK and real-time API polling, SIMOOB tracks every container's lifecycle—CPU usage, memory consumption, network I/O, and health status. Data collected every 5 minutes with 30-day historical retention.

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System Analytics

Powered by psutil library, SIMOOB captures system-level metrics including disk I/O, memory allocation, CPU load averages, and running processes. SQLite time-series database ensures efficient data storage and lightning-fast queries.

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Network Monitoring

Track network I/O metrics for all running containers in real-time. Monitor incoming and outgoing traffic, bandwidth usage, and network performance. Visualize network activity patterns with time-series graphs for better capacity planning.

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Advanced Analytics

FastAPI-powered analytics engine processes 30 days of time-series data to generate trend reports, capacity forecasts, and peak usage patterns. 6 specialized endpoints deliver insights through interactive Chart.js visualizations.

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DATA PIPELINE

Real-Time Data Collection & Processing

Collection

Docker SDK, psutil & system APIs

Every 5min

Storage

Time-series SQLite database

30-day retention

Analysis

Statistical processing & visualization

Real-time

Visualization

Interactive dashboards & insights

Live updates

PRODUCT SHOWCASE

Experience Simoob Dashboard

Powerful monitoring interfaces designed for modern infrastructure

Real-Time Dashboard

Monitor all containers and system resources at a glance. Get instant insights into CPU, memory, disk usage, and container health with live data updates.

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