Tag: Resource allocation
Web model improved biomedical equipment planning in two Colombian institutions
Development and validation of a WHO-aligned management model for evaluating biomedical equipment needs in Colombian healthcare institutions, with 70% reduction in evaluation time.
Enhanced grey wolf optimization improved cloud load balancing
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in AlgorithmEnhanced optimization algorithm for cloud load balancing achieves 25% improvement in resource utilization and outperforms standard metaheuristic approaches in benchmark testing.
Proactive VM consolidation cuts energy use and SLA violations
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Framework for VM consolidation combining workload prediction and physics-constrained reinforcement learning. Achieves 23.2% energy reduction and 43.5% SLA violation reduction in cloud datacenters.
Children’s token taking depends on relative status
Experimental study demonstrates children ages 4-8 calibrate resource-taking to socially instantiated relative status; gender differences emerge selectively under equal status conditions.
AGENT improved makespan in heterogeneous cloud task allocation
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AGENT framework improves task allocation in cloud systems using elitism-guided genetic algorithm with adaptive parameters, achieving 3-29% makespan improvements for heterogeneous VM scheduling.
Liger+ dynamically balances latency and throughput in large model inference
Distributed inference system using interleaved parallelism to dynamically balance latency-throughput trade-offs via task-aware batch management and strategic kernel scheduling across multiple GPUs.
Topic prioritization supports living guideline relevance
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in MedicineLearn how structured topic prioritization enables living guidelines to remain responsive to emerging evidence while efficiently allocating resources and maintaining clinical relevance in dynamic.
