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…
Cloud Native
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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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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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6GCloudCloud NativeService MeshTelcos
Service Mesh Evolution: Engineering Observable 5G/6G & Edge Networks – Part 1
telco infrastructure evolves toward 6G architectures, the underlying technologies enabling these networks are undergoing a fundamental transformation. Cloud-native network functions (CNFs) have replaced traditional monolithic systems, bringing the benefits of…
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6GAICloudCloud NativeContainersService Mesh
Architectural Predictions for 6G Networks: A Technical Deep Dive
This blogpost continues our ongoing series on vamsitalkstech.com about next-generation wireless technology (aka 6G). In this post, we examine the architectural foundations of 6G networks, following up on concepts introduced…
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5G6GCI/CDCloudCloud NativeContainersService Mesh
Leveraging Service Mesh in Telco Architectures – Six Key Usecases
As telecommunications networks undergo a transformation towards 5G and the forthcoming 6G architectures, the adoption of cloud-native network functions (CNFs) becomes paramount. These CNFs, designed to operate within cloud environments,…
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Long time readers of the blog will remember the series of blogs on Service mesh technology that I did in 2020 – https://www.vamsitalkstech.com/?s=Service+Mesh . Since that time, service meshes have…
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Traditional telecom core networks were designed for voice and data services in a pre-AI world. Today, these networks face significant challenges as AI adoption accelerates across industries. The exponential growth…