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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

V. Shkarupylo

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2 papers indexed here

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Open access Aug 2026

Embedded ONNX Versus Python Sidecar Inference for Anomaly-Aware Availability Response in Spring Boot Microservices: An Architectural Evaluation

Availability-oriented monitoring may require low-latency anomaly inference, but deploying a lightweight model as a separate service adds process, serialization, and network-path overhead. This article evaluates the inference-path architecture used by a prototype availability-response loop; it does not evaluate the effe...

Tymofii Bondaruk, Oleksandr Tsypliak, V. Shkarupylo et al. · 0 citations
#edge computing Open access Sep 2026

Modeling and analyzing the performance of IoT systems using IoTSim-Edge: a comparative study of data transfer protocols

In this paper, a study of the capabilities of the IoTSim-Edge simulation environment for analyzing the performance of IoT systems in the context of edge computing is presented. An experimental comparison of the MQTT, CoAP, and HTTP protocols was conducted in terms of response time, transmission reliability, and energy...

A. V. Timenko, N. A. Kulykovska, S. S. Hrushko et al. · 0 citations

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