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The availability of downstream resources plays is critical in planning the admission of elective surgery patients. The most crucial one is inpatient beds. To ensure bed availability, hospitals may use machine learning (ML) models to predict…

机器学习 · 计算机科学 2025-07-30 Pieter Smet , Martina Doneda , Ettore Lanzarone , Giuliana Carello

Accurate estimation of queuing delays is crucial for designing and optimizing communication networks, particularly in the context of Deterministic Networking (DetNet) scenarios. This study investigates the approximation of Internet queuing…

网络与互联网体系结构 · 计算机科学 2024-06-25 Nataliia Koneva , Alfonso Sánchez-Macián , José Alberto Hernández , Farhad Arpanaei , Óscar González de Dios

The single server queue with multiple customer types and semi-Markovian service times, sometimes referred to as the $M/SM/1$ queue, has been well-studied since its introduction by Neuts in 1966. In this paper, we apply an extension of this…

概率论 · 数学 2018-12-07 Abhishek , Marko Boon , Rudesindo Núñez-Queija

The scheduling utility plays a fundamental role in addressing the commuting travel behaviours. In this paper, a new scheduling utility, termed as DMRD-SU, was suggested based on some recent research findings in behavioural economics.…

最优化与控制 · 数学 2015-03-10 Wen-yi Zhang , Wei Guan , Hui-jun Sun , Ji-hui Ma

We investigate the scheduling of a common resource between several concurrent users when the feasible transmission rate of each user varies randomly over time. Time is slotted and users arrive and depart upon service completion. This may…

性能 · 计算机科学 2015-03-18 U. Ayesta , M. Erausquin , M. Jonckheere , I. M. Verloop

We analyze the service times of customers in a stable M/M/1 queue in equilibrium depending on their position in a busy period. We give the law of the service of a customer at the beginning, at the end, or in the middle of the busy period.…

离散数学 · 计算机科学 2007-07-30 Moez Draief , Jean Mairesse

In this paper two scheduling models are addressed. First is the standard model (unicast) where requests (or jobs) are independent. The other is the broadcast model where broadcasting a page can satisfy multiple outstanding requests for that…

数据结构与算法 · 计算机科学 2008-07-14 Chandra Chekuri , Benjamin Moseley

We study the problem of assigning $K$ identical servers to a set of $N$ parallel queues in a time-slotted queueing system. The connectivity of each queue to each server is randomly changing with time; each server can serve at most one queue…

最优化与控制 · 数学 2015-03-19 Hassan Halabian , Ioannis Lambadaris , Yannis Viniotis , Chung-Horng Lung

Queuing models provide insight into the temporal inhomogeneity of human dynamics, characterized by the broad distribution of waiting times of individuals performing tasks. We study the queuing model of an agent trying to execute a task of…

物理与社会 · 物理学 2012-06-05 Hang-Hyun Jo , Raj Kumar Pan , Kimmo Kaski

In sequential experiments, subjects become available for the study over a period of time, and covariates are often measured at the time of arrival. We consider the setting where the sample size is fixed but covariate values are unknown…

统计方法学 · 统计学 2020-05-28 Mia S. Tackney , David C. Woods , Ilya Shpitser

For solving problems from the domain of Mobility-on-Demand (MoD), we often need to connect vehicle plans into plans spanning longer time, a process we call plan chaining. As we show in this work, chaining of the plans can be used to reduce…

最优化与控制 · 数学 2024-02-27 David Fiedler , Fabio V. Difonzo , Jan Mrkos

Deep neural networks training jobs and other iterative computations frequently include checkpoints where jobs can be canceled based on the current value of monitored metrics. While most of existing results focus on the performance of all…

性能 · 计算机科学 2022-09-30 Yuan Yao , Marco Paolieri , Leana Golubchik

Appointment scheduling systems are utilized mainly by specialty care clinics to manage access to service providers as well as by hospitals to schedule patient appointments. When attending hospitals in Tanzania, patients experience…

计算机与社会 · 计算机科学 2016-02-11 Godphrey G Kyambille , Khamisi Kalegele

In downlink multiuser multiple-input multiple-output (MU-MIMO) systems, users are practically heterogeneous in nature. However, most of the existing user scheduling algorithms are designed with an implicit assumption that the users are…

信息论 · 计算机科学 2011-08-16 Xinping Yi , Edward Au

We present predictive tools to calculate the number of ambulances needed according to demand of entrance calls and time of service. Our analysis discriminates between emergency and non-urgent calls. First, we consider the nonstationary…

应用统计 · 统计学 2025-12-11 Pedro A. Pury

With the proliferation of Electronic Health Records (EHRs), a critical challenge in building predictive models is determining the optimal historical data time window to maximize accuracy. This study investigates the impact of various…

机器学习 · 计算机科学 2026-05-04 Ramin Mohammadi , Vahab vahdat , Sarthak Jain , Amir T. Namin , Ramya Palacholla , Sagar Kamarthi

Modern business models have enabled service systems to leverage a large pool of casual employees with flexible hours, paid based on piece rates, to fulfill on-demand work. These systems have been successfully implemented in sectors such as…

最优化与控制 · 数学 2025-04-09 Prakash Gawas , Antoine Legrain , Louis-Martin Rousseau

Disruptions to personnel rosters caused by absenteeism often necessitate last-minute adjustments to the employees' working hours. A common strategy to mitigate the impact of such changes is to assign employees to reserve shifts: special…

机器学习 · 计算机科学 2024-06-27 Martina Doneda , Pieter Smet , Giuliana Carello , Ettore Lanzarone , Greet Vanden Berghe

Scheduling echocardiographic exams in a hospital presents significant challenges due to non-deterministic factors (e.g., patient no-shows, patient arrival times, diverse exam durations, etc.) and asymmetric resource constraints between…

We study the design of optimal allocation mechanisms in an environment where agents and goods arrive stochastically. Agents have private types that determine the principal payoff. Either agents or goods can be held in a queue at a flow cost…

理论经济学 · 经济学 2026-02-05 Zihao Li , Xuandong Chen