The Distributed Intelligence Hub

Deep technical guidance, real-world case studies, and cutting-edge research in distributed artificial intelligence, federated learning, and industrial IoT orchestration.

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25 August 2025

Market Analysis

Open Source Strategy: Building Community While Monetizing Innovation

How Manta balances open innovation with sustainable business growth in the edge AI ecosystem

28 July 2025

AI & Machine Learning

Federated Learning vs. Traditional MLOps: A Practical Comparison

A comprehensive comparison between federated learning and traditional MLOps approaches, examining performance, privacy, and implementation considerations for modern AI infrastructure.

28 July 2025

Sustainability

Sustainable AI: How Edge Computing Reduces Environmental Impact

Exploring how edge computing reduces AI's environmental impact, with quantified benefits ranging from 14-25% energy reduction to 90% decrease in …

28 July 2025

Market Analysis

The €4.6 Billion European Edge AI Market: Where to Focus First

An in-depth analysis of the €4.6 billion European edge AI market, identifying key opportunities in Industry 4.0, smart cities, and …

The Distributed Intelligence Hub

Filter articles

Open Source Strategy: Building Community While Monetizing Innovation

Federated Learning vs. Traditional MLOps: A Practical Comparison

Sustainable AI: How Edge Computing Reduces Environmental Impact

The €4.6 Billion European Edge AI Market: Where to Focus First

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