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Polezhaev A.

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#graph neural networks Open access Sep 2026

A DUAL-BRANCH NEURAL FORECASTING ARCHITECTURE WITH SESSION BEHAVIORAL PROFILING AND ELASTIC WEIGHT CONSOLIDATION FOR ADAPTIVE CLOUD RESOURCE ALLOCATION

The AI-driven Adaptive Resource Allocation Engine (AARAE) provides proactive resource control for multi-tenant cloud environments. Reactive autoscaling systems suffer from allocation lag: scaling actions trigger only after hypervisor metrics cross predefined thresholds. AARAE extracts early-warning behavioral signature...

Polezhaev A. · 0 citations
#graph neural networks Open access Sep 2026

A DUAL-BRANCH NEURAL FORECASTING ARCHITECTURE WITH SESSION BEHAVIORAL PROFILING AND ELASTIC WEIGHT CONSOLIDATION FOR ADAPTIVE CLOUD RESOURCE ALLOCATION

The AI-driven Adaptive Resource Allocation Engine (AARAE) provides proactive resource control for multi-tenant cloud environments. Reactive autoscaling systems suffer from allocation lag: scaling actions trigger only after hypervisor metrics cross predefined thresholds. AARAE extracts early-warning behavioral signature...

Polezhaev A. · 0 citations

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