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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

Khushbu Kumari

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2 papers indexed here

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Review Open access Oct 2026

An IOT-Enabled Water-Level Monitoring and Pump-Control System Using Arduino and Ultrasonic Sensing

Overhead water tanks in homes, hostels and institutions are commonly filled by pumps that are switched by hand, which leads to overflow, wasted electricity and pumps running dry when the sump is empty. This paper presents the design and evaluation methodology of a low-cost, IoT-enabled water-level monitoring and pump-c...

M. Kumari, Khushbu Kumari, Rakhi Kumari et al. · 0 citations
Review Open access Oct 2026

Lightweight Intrusion Detection for Resource-Constrained IOT Devices Using Machine Learning

Billions of low-cost Internet of Things (IoT) devices run on microcontrollers with kilobytes of memory and no room for conventional intrusion detection, which has made them easy targets for botnets such as Mirai. This paper presents the design of a lightweight, machine-learning-based intrusion detection system (IDS) th...

Rakhi Kumari, Priti Kumari, Khushbu Kumari et al. · 0 citations

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