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We present a heavy traffic analysis for a single server queue with renewal arrivals and generally distributed i.i.d. service times, in which the server employs the Shortest Remaining Processing Time (SRPT) policy. Under typical heavy…

概率论 · 数学 2012-10-04 H. Christian Gromoll , Łukasz Kruk , Amber L. Puha

Multiserver jobs, which are jobs that occupy multiple servers simultaneously during service, are prevalent in today's computing clusters. But little is known about the delay performance of systems with multiserver jobs. We consider queueing…

性能 · 计算机科学 2023-04-17 Yige Hong , Weina Wang

L\'evy stochastic processes, with noise distributed according to a L\'evy stable distribution, are ubiquitous in science. Focusing on the case of a particle trapped in an external harmonic potential, we address the problem of finding…

统计力学 · 物理学 2024-01-09 Marco Baldovin , David Guéry-Odelin , Emmanuel Trizac

We analyze a tandem network of polling queues with two product types and two stations. We assume that external arrivals to the network follow a Poisson process, and service times at each station are exponentially distributed. For this…

性能 · 计算机科学 2021-05-25 Ravi Suman , Ananth Krishnamurthy

Data generation and labeling are usually an expensive part of learning for robotics. While active learning methods are commonly used to tackle the former problem, preference-based learning is a concept that attempts to solve the latter by…

机器学习 · 计算机科学 2018-10-11 Erdem Bıyık , Dorsa Sadigh

Smooth transportation has drawn the attention of many researchers and practitioners in several fields. In the present paper, we propose a modified model of a totally asymmetric simple exclusion process (TASEP), which includes multiple…

元胞自动机与格子气 · 物理学 2019-10-16 Hiroki Yamamoto , Daichi Yanagisawa , Katsuhiro Nishinari

This article treats long term average impulse control problems with running costs in the case that the underlying process is a L\'evy process. Under quite general conditions we characterize the value of the control problem as the value of a…

概率论 · 数学 2020-05-15 Sören Christensen , Tobias Sohr

We use multidimensional diffusion processes to approximate the dynamics of a queue served by many parallel servers. The queue is served in the first-in-first-out (FIFO) order and the customers waiting in queue may abandon the system without…

概率论 · 数学 2015-03-19 Shuangchi He , J. G. Dai

We consider the scheduling of multiple tasks with pre-determined deadlines under random processing cost. This problem is motivated by the potential of large scale adoption of plug-in (hybrid) electric vehicles (PHEVs) in the near future.…

最优化与控制 · 数学 2016-02-02 Yunjian Xu , Feng Pan , Lang Tong

Consider a set of jobs with independent random service times to be scheduled on a single machine. The jobs can be surgeries in an operating room, patients' appointments in outpatient clinics, etc. The challenge is to determine the optimal…

最优化与控制 · 数学 2020-04-16 Mehdi Jafarnia-Jahromi , Rahul Jain

We consider finite and infinite systems of particles on the real line and half-line evolving in continuous time. Hereby, the particles are driven by i.i.d. L\'{e}vy processes endowed with rank-dependent drift and diffusion coefficients. In…

概率论 · 数学 2011-12-30 Mykhaylo Shkolnikov

In many random search processes of interest in chemistry, biology or during rescue operations, an entity must find a specific target site before the latter becomes inactive, no longer available for reaction or lost. We present exact results…

统计力学 · 物理学 2024-02-16 Denis Boyer , Gabriel Mercado-Vásquez , Satya N. Majumdar , Grégory Schehr

This paper provides a mathematical framework for estimation of the service time distribution and the expected service time of an infinite-server queueing system with a nonhomogeneous Poisson arrival process, in the case of partial…

统计理论 · 数学 2018-05-29 A. Goldenshluger , D. T. Koops

We introduce the {\Delta}(i)/GI/1 queue, a new queueing model. In this model, customers from a given population independently sample a time to arrive from some given distribution F. Thus, the arrival times are an ordered statistics, and the…

概率论 · 数学 2014-12-09 Harsha Honnappa , Rahul Jain , Amy R. Ward

This paper describes a new scheduling algorithm to distribute jobs in server farm systems. The proposed algorithm overcomes the starvation caused by SRPT (Shortest Remaining Processing Time). This algorithm is used in process scheduling in…

分布式、并行与集群计算 · 计算机科学 2012-09-06 Ehsan Saboori , Shahriar Mohammadi , Shafigh Parsazad

We consider a model for transitory queues in which only a finite number of customers can join. The queue thus operates over a finite time horizon. In this system, also known as the $\Delta_{(i)}/G/1$ queue, the customers decide…

概率论 · 数学 2018-11-26 Gianmarco Bet

In this paper, we study the one-shot and lifelong versions of the Target Assignment and Path Finding problem in automated sortation centers, where each agent needs to constantly assign itself a sorting station, move to its assigned station…

人工智能 · 计算机科学 2019-12-03 Ngai Meng Kou , Cheng Peng , Hang Ma , T. K. Satish Kumar , Sven Koenig

In this paper we study the stationary workload distribution of a fluid tandem queue in heavy traffic. We consider different types of L\'evy input, covering compound Poisson, $\alpha$-stable L\'evy motion (with $1<\alpha<2$), and Brownian…

概率论 · 数学 2017-03-14 David T. Koops , Onno J. Boxma , Michel R. H. Mandjes

Motivated by queueing systems with heterogeneous parallel servers, we consider a class of structured multi-dimensional Markov processes whose state space can be partitioned into two parts: a finite set of boundary states and a structured…

概率论 · 数学 2015-10-02 Jori Selen , Ivo J. B. F. Adan , Johan S. H. van Leeuwaarden

We study a multiclass M/M/1 queueing control problem with finite buffers under heavy-traffic where the decision maker is uncertain about the rates of arrivals and service of the system and by scheduling and admission/rejection decisions…

概率论 · 数学 2019-03-19 Asaf Cohen
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