Modern DevOps ecosystems operate in highly dynamic environments where multiple non-functional requirements (NFRs), such as performance, security, and reliability, must be satisfied simultaneously. However, these requirements often exhibit conflicting behaviors under varying runtime conditions, leading to degradation in...
Anirban Bhar, Suparna Dasgupta, Soumyabrata Saha et al.· IEEE Access· 0 citations
A probabilistic framework for early-stage scalability analysis that integrates Bayesian inference, queuing theory, and Monte Carlo simulation to model system behavior under uncertainty is proposed and demonstrates the effectiveness of probabilistic modeling in enabling proactive scalability engineering for cloud-based...
Driver drowsiness is one of the leading causes of road accidents, highlighting the need for accurate and real-time monitoring systems to improve road safety. This paper presents an intelligent driver drowsiness detection framework that combines computer vision and machine learning techniques to classify driver states a...
Priyanka Ghosh, Garima Bishnu, Madhumanti Mallick et al.· International Conference Com...· 0 citations
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