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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Harshavardhan Peddireddy

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2 papers indexed here

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Conference Aug 2026

Adaptive AI-Driven Zero-Trust Security for Cloud-Native Enterprise Systems

Background: The traditional model of network perimeter, where traffic within organizational borders may be trusted, is structurally incapable of cloud-oriented and distributed enterprise systems. Combined with containerized microservices, multi-cloud implementation, remote work, and interconnectedness of supply chains...

Asker Shariff Subahan, Selvamurugan Ramamoorthy, Manikandan Mylsamy et al. · 0 citations
Conference Aug 2026

Federated Learning Architectures and Communication-Efficient Optimisation for Privacy-Preserving Distributed AI Systems

Federated learning (FL) trains a shared model across data holders that cannot pool their records, but deployments remain bounded by three coupled costs: uplink traffic from repeated model exchange, accuracy loss under statistically heterogeneous clients, and the information that updates still leak. These are usually at...

Harshavardhan Peddireddy, Sandeep Kumar Gadde, Prasad Bheemavarapu et al. · 0 citations

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