Resource pressure is a recurring issue in SQL Server performance management because users only notice it when they experience slow response times, blocking, timeouts, or service instability. Manual interpretation of Dynamic Management Views (DMVs) is typically reactive and requires specialist database-administration ex...
K. Thiruvengadam, Yousef Elsheikh, F. Rossi· Journal of Intelligent Decis...· 0 citations
It is suggested that neuromorphic, event-driven decision mechanisms offer an effective and scalable alternative for real-time orchestration in dynamic and resource-constrained edge-IoT environments, particularly under congestion-prone conditions anticipated in next-generation large-scale deployments.
Pedro Henrique Sachete Garcia, F. D. Rossi· Journal of Grid Computing· 0 citations
This work proposes an adaptive resource allocation framework that leverages Digital Twins for real-time system monitoring and integrates Large Language Models to support context-aware decision-making under multi-objective constraints, enabling intelligent workload orchestration across heterogeneous data center environm...
Pedro Henrique Sachete Garcia, A. F. Lorenzon, M. Luizelli et al.· SN Computer Science· 0 citations
The study provides initial evidence of feasibility while identifying the challenges that must be addressed before production deployment and formalize the ADN agent model and workflow and define an operational framework covering communication, lifecycle management, governance, and security.
F. D. Rossi, P. D. de Souza, Diogo M. Monteiro et al.· IEEE Access· 0 citations
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