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Posts by mprcba

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About mprcba
Major IoT Protocols 2026: How to Choose the Right IoT Protocol (Updated April 2026)

Major IoT Protocols 2026: How to Choose the Right IoT Protocol (Updated April 2026)

Posted by By mprcba April 19, 2026Posted iniiotNo Comments
Updated April 2026 — comprehensive IoT protocol comparison: MQTT, CoAP, AMQP, HTTP, LoRaWAN, Zigbee, BLE, OPC UA with selection matrix.
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A Comparative Analysis of State-of-the-Art Object Detection Models

Posted by By mprcba April 23, 2025Posted inAI, 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…
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A Technical Overview of AI/ML Segmentation Models: Types, Comparison, and Applications

Posted by By mprcba April 21, 2025Posted inAI, 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…
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NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)

NVIDIA Jetson + K3s: Edge AI Cluster Tutorial (2026)

Posted by By mprcba February 24, 2025Posted inTechNo Comments
Hands-on 2026 tutorial — add NVIDIA Jetson Orin nodes to a k3s edge AI cluster: nvidia-container-runtime, taints, MIG, GPU operator, monitoring.
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Vector Search in CouchDB: 2026 Update & Alternatives

Vector Search in CouchDB: 2026 Update & Alternatives

Posted by By mprcba July 13, 2024Posted iniiotNo Comments
2026 update on vector search options for CouchDB — native extensions, hybrid PouchDB+SQLite-Vec, and when to move to a dedicated vector store.
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Retail vs E-Commerce: Technology Architecture Deep Dive

Retail vs E-Commerce: Technology Architecture Deep Dive

Posted by By mprcba April 23, 2024Posted inTechNo Comments
A first-principles comparison of retail and e-commerce technology stacks — POS systems, inventory sync, order management, and the converging omnichannel architecture.
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Async Processing Architecture: Patterns, Queues & Event-Driven Design

Async Processing Architecture: Patterns, Queues & Event-Driven Design

Posted by By mprcba March 4, 2024Posted inArchitectureNo Comments
Deep dive into async processing — message queues vs event streams, at-least-once vs exactly-once, dead letter queues, back-pressure, and choosing between Kafka, RabbitMQ, and SQS.
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OpenAI’s Governance Crisis: Lessons for Tech Corporate Structure

OpenAI’s Governance Crisis: Lessons for Tech Corporate Structure

Posted by By mprcba November 22, 2023Posted inTechNo Comments
Analyzing OpenAI's board crisis — nonprofit vs capped-profit tensions, the Sam Altman saga, governance models for AI companies, and structural lessons for the tech industry.
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Azure Service Bus vs Event Hub: Architecture & Decision Guide

Azure Service Bus vs Event Hub: Architecture & Decision Guide

Posted by By mprcba November 15, 2023Posted inAzureNo Comments
Service Bus vs Event Hub deep comparison — messaging semantics, partitioning, throughput, pricing, consumer groups, and a decision tree for choosing the right Azure service.
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SCADA vs OPC vs IoT Platform vs Data Historian (2026)

SCADA vs OPC vs IoT Platform vs Data Historian (2026)

Posted by By mprcba November 14, 2023Posted iniiotNo Comments
2026 decision matrix — SCADA vs OPC servers vs IoT platforms vs data historians: scope, data model, latency, retention, cost, and where each wins.
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Posts pagination

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  • A Comparative Analysis of Advanced Machine Learning Models for Predictive Maintenance in Modern Manufacturing
  • Private Endpoint The Complete guide
  • SOLID Principles Explained: A Practical 2026 Guide
  • Zigbee Protocol: Architecture, Mesh Networking & IoT Applications
  • Conceptual vs Logical vs Physical Architecture — Comparison
  • How Tokamak Fusion Reactors Actually Work (2026)
  • Predicting Protein Conformational States with AI (2026)
  • Siemens + NVIDIA’s Industrial AI OS: A 2026 Analysis
  • Market Data Feed Handler: ITCH & Order Book (2026)
  • KubeEdge vs K3s vs MicroK8s: Edge Kubernetes (2026)
  • Edge Observability ADR: OpenTelemetry vs Prometheus+Loki
  • FP8 vs INT8 vs INT4 LLM Quantization Benchmark (2026)
  • LLM Output Validation: Structured Outputs & Guardrails
  • Humanoid Robots Hit the Factory Floor: 2026 Analysis
  • ThingsBoard IoT Platform Tutorial: Devices to Dashboards
  • LoRaWAN vs NB-IoT vs LTE-M: Industrial IoT (2026)
  • Industrial Metaverse Reference Architecture (2026)
  • Asset Administration Shell Tutorial with Eclipse BaSyx
  • How Waves Actually Work: The Physics of Waves Explained
  • Digital Twin in Healthcare: Architecture, Applications & Clinical Impact
  • Anomaly Detection in Manufacturing: Algorithms, Architecture & ROI
  • AMQP vs MQTT: Protocol Architecture Comparison for IoT & Enterprise
  • EtherNet/IP Protocol: Complete Industrial Communication Guide
  • Why Lithium-Ion Batteries Catch Fire: Thermal Runaway
  • Cryo-EM Meets AI: Structure Prediction in Drug Discovery
  • Lights-Out Factories in 2026: What the Data Shows
  • Order Book Imbalance Features: A Microstructure Design
  • Argo Rollouts: Progressive Delivery for Edge Fleets
  • Iceberg vs Delta vs Hudi for IIoT Lakehouse: An ADR
  • On-Device SLM Inference: A 2026 Edge GPU Benchmark
  • Context Engineering for Production LLM Agents (2026)
  • NVIDIA Omniverse for Factory Digital Twins: 2026 Analysis
  • Aras vs Teamcenter vs Windchill: PLM Compared (2026)
  • OPC UA over TSN: Deterministic IIoT Reference Architecture
  • Carbon Footprint of Industrial AI Inference: 2026 Living Benchmark
  • Time-Series Forecasting at the Edge: 2026 Production Patterns
  • ROS 2 Jazzy to Kilted Migration Guide (2026)
  • Build a Digital Twin for a CNC Machine: Step-by-Step 2026 Tutorial
  • Edge MLOps Pipelines for Industrial IoT: 2026 Production Architecture

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