Traditional telecom networks, built primarily for voice and data services, are increasingly inadequate for modern AI workloads. The rise of edge computing, real-time applications, and autonomous AI agents requires networks…
AI
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We continue our exposition on AI factories with a look at Google infrastructure. Google’s AI factory approach represents one of the most extensive implementations globally. Their search algorithm updates, powered…
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AIAWSCloudCloud NativeContainers
Industry Spotlight – Engineering the AI Factory: Amazon’s AI Infrastructure: A Dual Purpose Powerhouse (Part 5)
Amazon’s AI infrastructure strategy stands out with its unique dual role: it serves as both a massive internal consumer of AI/ML technologies and the leading provider of cloud-based AI/ML services…
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AIBankingCloud NativeContainersFinTech
Enterprise AI Architecture: Balancing Centralization and Decentralization in Banking
Large banks face a significant technical challenge: building AI and machine learning infrastructure that serves diverse business needs across the enterprise. From fraud detection systems using traditional ML models to…
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AICloud NativeGenAIGenerative AIOpen Source
Industry Spotlight – Engineering the AI Factory: Inside Meta’s AI Infrastructure (Part 4)
In Part 4 of our series on the AI Factory – https://www.vamsitalkstech.com/ai/industry-spotlight-engineering-the-ai-factory-inside-ubers-ai-infrastructure-part-2/ , we explored one of the most sophisticated implementations of an AI factory in production: Netflix’s machine learning…
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AICloudEdge Computing
Architecting Intelligent Edge: Reference Architecture #1 – Cloud-to-Edge AI Integration”
Edge computing brings data processing and analysis closer to the data source, enabling real-time decision-making. This blog post explores an IoT architecture that prioritizes edge computing, leveraging machine learning (ML)…
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AICloud NativeFinTechGenAIGenerative AI
[Whitepaper] Industry Talks Tech – Next-Generation Trading Platform Architectures
The landscape of financial trading is undergoing a profound transformation. As market complexity grows and data volumes explode, traditional trading architectures are giving way to more sophisticated solutions. A new…
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AICloudCloud Native
Industry Spotlight – Engineering the AI Factory: Inside Netflix’s AI Infrastructure (Part 3)
In Part 3 of our series on the AI Factory – https://www.vamsitalkstech.com/ai/industry-spotlight-engineering-the-ai-factory-inside-ubers-ai-infrastructure-part-2/ , we explored one of the most sophisticated implementations of an AI factory in production: Uber’s machine learning…
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Agentic AIAIGenAIGenerative AI
BCG Survey – Agentic AI Reshaping IT Spending Priorities in 2025: Key Insights
A research report conducted just prior to the passing of US tariffs ) from the Boston Consulting Group (BCG) points to a notable increase in IT budgets for 2025, with…
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AICloudEdge ComputingGenAIGenerative AIIoT
Edge AI Convergence – Four Scalable Reference Architecture Blueprints for integrating IoT and GenAI
As organizations navigate the convergence of Edge AI, GenAI, and IoT, understanding proven architectural patterns becomes crucial for building robust, scalable solutions that deliver real business value. The integration of…