June 10, 2025

Smarter at the Edge Evaluating Decentralized AI Deployment Models in Federated

Smarter at the Edge: Evaluating Decentralized AI Deployment Models in Federated,Hierarchical, Microservices and Serverless edge AI Architectures

Abstract: The advent of edge computing and artificial intelligence (AI) has spurred the development of decentralized architectures to address privacy, latency, scalability, and cost challenges in AI deployment. This paper provides an in-depth examination of four architectures—Federated Learning (FL), Edge-Cloud Hierarchical, Microservices-Based Edge AI, and Serverless Edge AI—focusing on their components, workflows, advantages, challenges, and […]

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Understanding Appization

Understanding Appization: The Future of Modular AI Solutions – TRIZ way

Everything is faster, smarter and more flexible in today’s fast-moving world of technology. At IndoAI, we believe that the future of Artificial Intelligence (AI) lies in a new concept we call “Appization“—the process of turning powerful AI models into plug-and-play apps that anyone can use, just like downloading an app on your phone. This makes

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