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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

I. Malyk

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2 papers indexed here

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Open access Oct 2026

A Heterogeneous Queueing System with Mixed Operating Modes as a Model of Serverless Computing in Cloud Environments

The paper considers the model of a heterogeneous queuing system H K ( t ) / M / ∞ and limit evolutions in the averaging and diffusion approximation scheme. The input process of the system under study is modelled as a mixture of independent heterogeneous Poisson processes, which reflects the beha...

O. Kyrychenko, I. Malyk, O. Kyrychenko · 0 citations
Open access Sep 2026

COMPARATIVE ANALYSIS OF DYNAMIC ADAPTATION OF NEURAL NETWORKS

Purpose. The study aims to systematize methods for dynamic adaptation of neural networks and to determine how structural pruning, architecture growth, combined restructuring, and conditional execution affect classification accuracy, parameter count, and estimated forward-pass cost. Methods. The study distinguishes str...

I. Malyk, V. Nesterenko · 0 citations

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