Network Delays Turn Lognormal as Traffic Loads Push Queues Toward Saturation
A validated N×On-Off/D/1 queueing simulator shows that packet delay distributions in bursty wireless networks approach a lognormal form at high ...
Tag: queueing theory
Borrowed From Operating Systems: Queue Scheduling Inspires Smarter AI Forecasting
Researchers have developed MLFQ-Hybrid, a deep learning framework that adapts the operating system concept of multi-level feedback queues to improve ...
Theory-Guided AI Halves Network Congestion for Billions of IoT Devices
A theory-guided AI framework that blends statistical backlog estimation with deep learning traffic forecasting halves queue clearance time and sharply ...
Smarter Hospital Bed Scheduling: New MDP Model Cuts Patient Balking and Boosts Bed Use
Researchers have developed a Markov decision process model with balking penalties that significantly reduces patient rejection rates and improves bed ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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