Architecture - IoT Digital Twin PLM

A Comparative Analysis of State-of-the-Art Object Detection Models

By mprcba April 23, 2025AI, Architecture, cvNo Comments

1. Introduction 1.1 Object Detection: A Foundational Computer Vision Task Object detection stands as a cornerstone task within computer vision, aiming to identify and precisely locate object instances belonging to…

A Technical Overview of AI/ML Segmentation Models: Types, Comparison, and Applications

By mprcba April 21, 2025AI, Architecture, BusinessNo Comments

Audio I. Introduction to AI/ML Segmentation A. Defining Segmentation in the AI/ML Landscape Segmentation, within the context of Artificial Intelligence (AI) and Machine Learning (ML), refers to the fundamental process…

SOLID Concept

By mprcba April 13, 2025Architecture, DevelopmentNo Comments

SOLID Principles Simplified & Explained in Detail The SOLID principles are a set of five design principles that aim to make software designs more understandable, flexible, and maintainable. These principles…

Detailed Guide on Configuring DMZ and Port Forwarding for Accessing an Application on Port 40000

By mprcba June 11, 2024Architecture, Kubernetes, NetworkNo Comments

ZTE Router (Airtel): WAN IP: Public IP assigned by ISP LAN IP: 192.168.100.1 Connected to the TP-Link router TP-Link Router: WAN IP: 192.168.100.12 (assigned by ZTE router) LAN IP: 192.168.50.1…

Azure IoT Akri (A Kubernetes Resource Interface)

By mprcba May 22, 2024Architecture, Azure, iiot, iot, KubernetesNo Comments

Introduction Azure IoT Akri (A Kubernetes Resource Interface) is a project aimed at enhancing the integration of edge devices into Kubernetes environments. It is particularly beneficial for scenarios where IoT…

Comprehensive Guide to Privileged Account Security: Think Like a Hacker to Fortify Your Defenses

By mprcba December 1, 2023Architecture, SecurityNo Comments

Introduction In the ever-expanding digital landscape, privileged accounts are the equivalent of master keys to an organization's IT kingdom. They provide elevated access and control over critical systems, making them…

Advanced manufacturing KPIs

By mprcba November 13, 2023Architecture, Digital Transformation, iiotNo Comments

Key Performance Indicators (KPIs) are critical metrics that organizations use to measure and evaluate their performance in various areas. In advanced manufacturing, KPIs play a crucial role in assessing the…

Free System Design Videos

By mprcba March 26, 2023Architecture, DevelopmentNo Comments

System design is the process of designing a software or hardware system to meet specific requirements. A well-designed system is robust, scalable, and easy to maintain. In this article, we…

Matter: The Future of Smart Home Connectivity

By mprcba March 26, 2023Architecture, iot, Smart HomeNo Comments

Matter, formerly known as Project CHIP, is an open-source connectivity standard designed to make smart home devices more interoperable, secure, and easy to use. It's supported by a consortium of…

Thread vs Matter: IoT Protocols Comparison

By mprcba March 26, 2023Architecture, iotNo Comments

Thread and Matter are two of the most popular IoT connectivity protocols available today. Both protocols are designed to connect IoT devices to the internet, but they have different features…