Attention-boosted AI learns to slice 5G edge networks smarter
A hierarchical attention-based reinforcement learning framework improved slice admission rates by up to 20 percent and cut resource overhead by ...
Tag: resource allocation
Emergency Supply Model Balances Delivery Timing Equity and Logistics Costs
A bi-objective optimization model reduced delivery time disparity effects by 53.19% with a 13.76% cost increase during simulated emergency distribution.
Research report: Enabling Users to Work Sustainably on Shared Institute Computing Resources
Researchers operating an academic physics cluster combined real-time power tracking, renewable grid forecasts, and digital twin simulations to demonstrate practical ...
Research report: Health care provider costs of child health services for severe anaemia and malaria in Malawi, Kenya, and Uganda
Severe anaemia and malaria are among the leading causes of childhood hospital admissions in Africa south of the Sahara.
New Decision Matrix Aims to Fix Outcome Selection in Skin Cancer Economics
Researchers propose a structured decision matrix to guide the selection of outcome measures in health economic evaluations of skin cancer ...
Chaotic fire hawk and pufferfish algorithm targets energy-aware resource allocation in B5G IoT networks
A simulation study in Cluster Computing reports that a hybrid chaotic fire hawk and pufferfish optimization algorithm lowered energy use ...
TDABC Reveals Arthroscopic Surgery Costs Over 50% Higher Than Traditional Accounting in Ecuadorian Hospital
A case study at an Ecuadorian hospital found TDABC produced arthroscopic surgery costs more than 50% higher than the hospital's ...
Extra ICU Days Drive Costs of Pulmonary Endarterectomy in Chinese CTEPH Patients
A study of 100 Chinese CTEPH patients found that each extra day of postoperative intensive care added about 14,790 yuan ...
Attention-Enhanced Meta-Reinforcement Learning Tackles 5G URLLC-eMBB Resource Conflicts
An attention-enhanced meta-reinforcement learning scheduler reduced URLLC violations to 63.11% versus 90.54% for DQN and 79.52% for PPO in single-cell ...
New 12-Item Instrument Measures How Nurses Ration Care Under Resource Pressure
Researchers in Iran have developed and validated a 12-item Nursing Care Rationing Instrument that measures how often nurses must prioritize ...
Lean Kano–QFD framework prioritizes wearable device development
A lean-oriented Kano–QFD framework assigned 13 engineering characteristics to three resource-priority tiers for a multisensory aromatherapy wearable accessory, highlighting four ...
Perceived balance in healthcare resources strongly linked to satisfaction among rural residents in southern Anhui
A cross-sectional study of 486 rural residents in the mountainous areas of Southern Anhui Province, China, found that perceived balance ...
Qualitative study identifies enablers and constraints of Ghanaian state–church health partnerships
A qualitative study based on 10 interviews with administrators and managers at CHAG-affiliated facilities in four Ghanaian regions found that ...
German physicians frame scarce-resource triage as a collective ethical duty
Interviews with 26 German military and civilian physicians found broad agreement that severe scarcity requires social justice to override individual ...
Shanghai’s Fever Clinics Are Running at a Third of Their Potential, Study Finds
A DEA-Tobit analysis of 177 Shanghai primary healthcare fever clinics finds mean comprehensive efficiency of just 0.34, driven not by ...
Why Male and Female Plants Fight Stress Differently
A new review reveals that male and female dioecious plants deploy radically different resource allocation strategies under drought, heat, salinity, ...
China’s Public Health Resilience Maps Reveal a Stark East-West Divide and Two Critical Thresholds
A new dual-constraint assessment of China's 31 provinces reveals a stark east-west resilience divide, two nonlinear economic thresholds, and a ...
Costly Traits Decoded: New Model Unites Energy and Protein Budgets to Predict Life’s Trade-offs
A new PLOS Biology study unifies energy and proteome allocation models into a single framework that predicts how the resource ...
China’s Fixed Hospital Payments Clash With Traditional Medicine, Model Shows a Fix
A new dynamic compensation model shows that adjusting China's C-DRG fixed payments for Traditional Chinese Medicine hospitals can cut average ...
AI Learns to Orchestrate the Edge: New Actor-Critic Framework Makes Mobile Networks Faster and More Reliable
Researchers have developed a reliability-aware adaptive actor-critic reinforcement learning framework that jointly optimizes service function chain deployment in mobile edge ...
POPULAR NEWS
-
Surgeons Resect Transverse Colon Cancer Invading Reconstructed Jejunum Following Prior Pancreaticoduodenectomy
-
Flash Heating Transforms Decommissioned Wind Turbine Blades Into Graphene and Silicon Carbide
-
INRS Hosts First North American Pasteur Network Meeting in Québec
-
Research report: Neuroimmune buffering reserve at the neurovascular unit: a CLDN5- and microglia-centred view of recurrent peripheral inflammation