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V. V

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#edge computing Review Open access Oct 2026

Computational intelligence enabled hardware software co design for energy efficient Edge Artificial Intelligence

A structured narrative review of the latest breakthroughs achieved in the development of energy-efficient Edge AI, focusing specifically on hardware-software co-design practices aimed at improving inference quality, demonstrates that hardware-aware model optimization and heterogeneous computing significantly improve pe...

V. Govindaraj, Muthu Krishnammal P, S. S. Devi et al. · 0 citations
Conference Jul 2026

A Risk-Aware Network Intrusion Detection System using Rule-based Detection and EPSS-based Alert Prioritization

As the interconnection of digital infrastructures grows at a fast pace, businesses are facing ever-evolving cyber threats. Efficient detection of intrusions is required due to the growing complexity of cyber threats. Classical Network Intrusion Detection Systems (NIDS) have a good capability to detect intrusion events...

R. K, V. V, Ajay Poojith S R et al. · 0 citations
Conference Jul 2026

Efficient Traffic Rule Enforcement Framework using YOLOv8-Based Object Detection

With the increasing number of vehicles, urbanization and the constant rise in road usage, traffic violations have become hugely problematic in today's transportation situations. Some of the most common dangerous driving behaviors that lead to road accidents and traffic delays are as follows: Not wearing a helmet, runni...

Selvam L, G. Aninthitha, P. M et al. · 0 citations

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