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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

Kumaran K

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Conference Jul 2026

TLMOF: An Operating Framework Inspired Hybrid Kernel for Signal Control

Urban traffic congestion imposes significant economic and environmental costs worldwide. Conventional adaptive signal controllers-including actuated systems and deep reinforcement-learning (DRL) approaches-either collapse under saturation or lack formal verifiability, making them unsuitable for safety-critical infrastr...

Kumaran K, Richika Rani, Mokshdaa Gupta et al. · 0 citations
Conference Jul 2026

Load-Aware Adaptive Scheduling (LAAS) System: A Real-Time CPU Scheduler for Minimal Operating System Kernels

Adaptive CPU scheduling that responds to dynamic workload characteristics remains an open challenge for minimal operating systems. Traditional schedulers employ static parameters unsuitable for heterogeneous workloads, while recent machine learning approaches incur overhead inappropriate for resource-constrained enviro...

Durgesh Kumar, Aviskha Talukdar, Nandani et al. · 0 citations

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