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Author

Meenu Gupta

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Conference Aug 2026

Real-Time Edge Computing Framework for Drowsiness Detection in ITS using CLBP

Today’s transportation systems suffer from a high number of accidents caused by drowsy driving, so strong automated detection systems are required for implementation in the Intelligent Transportation Systems (ITS). This paper introduces an analytical framework, divided into three stages to enhance the real-time detecti...

Sumit Sharma, Rakesh Kumar, Meenu Gupta · 0 citations
Conference Aug 2026

Explainable Machine Learning Framework to Predict Corporate Bankruptcy

Timely bankruptcy of the corporations is a major issue that investors, financial institutions, and regulatory bodies need to know in order to reduce economic losses and enhance decisions on risk management. Nevertheless, bankruptcy forecasting is difficult because of extreme imbalance in classes and nonlinear correlati...

Kanchan, Meenu Gupta, Rakesh Kumar et al. · 0 citations
Conference Aug 2026

A Real-Time Workload Monitoring–Based Intelligent Auto-Scaling Framework for Cloud Systems

Kubernetes Horizontal Pod Autoscaler(HPA) and other existing auto-scaling solutions that respond reactively to demand experience significant delays in provisioning and inefficiencies when responding to sudden workload spikes. This paper proposes a new Real-Time Workload Monitoring-Based Intelligent Auto-Scaling Framewo...

Nikita Singh, Meenu Gupta, Rakesh Kumar et al. · 0 citations

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