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This paper studies a 2-class, 2-server parallel server system under the recently introduced extended heavy traffic condition, which states that the underlying 'static allocation' linear program (LP) is critical, but does not require that it…

最优化与控制 · 数学 2022-07-19 Rami Atar , Eyal Castiel , Marty Reiman

We introduce the first class of perfect sampling algorithms for the steady-state distribution of multi-server queues with general interarrival time and service time distributions. Our algorithm is built on the classical dominated coupling…

概率论 · 数学 2015-08-11 Jose Blanchet , Jing Dong , Yanan Pei

Drone delivery systems violate a core assumption in classical queueing models: server capacity is not fixed. Drones (servers) periodically must recharge, creating random fluctuations in service availability. We introduce an Erlang--S$^{*}$…

概率论 · 数学 2026-02-12 Eliezer Fuentes-Quezada , Jamol Pender

We study a two-stage tandem service queue attended by two servers. Each job-server pair must complete both service phases together, with the server unable to begin a new job until the current one is fully processed after two stages.…

最优化与控制 · 数学 2026-01-21 Shuwen Lu , Jamol Pender , Mark E. Lewis

We consider Poisson streams of exponentially distributed jobs arriving at each edge of a hypergraph of queues. Upon arrival, an incoming job is rooted to the shortest queue among the corresponding vertices. This generalizes many known…

概率论 · 数学 2020-03-11 James Cruise , Matthieu Jonckheere , Seva Shneer

We study the load balancing system operating under Join the Shortest Queue (JSQ) in the many-server heavy-traffic regime. If $N$ is the number of servers, we let the difference between the total service rate and the total arrival rate be…

概率论 · 数学 2022-08-25 Daniela Hurtado-Lange , Siva Theja Maguluri

We introduce a novel single-server queue with general retrial times and event-dependent arrivals. This is a versatile model for the study of service systems, in which the server needs a non-negligible time to retrieve waiting customers upon…

概率论 · 数学 2022-03-08 Ioannis Dimitriou

We consider a model inspired by compatibility constraints that arise between tasks and servers in data centers, cloud computing systems and content delivery networks. The constraints are represented by a bipartite graph or network that…

概率论 · 数学 2024-04-10 Diego Goldsztajn , Sem C. Borst , Johan S. H. van Leeuwaarden

The prolonged service time at non-dedicated servers has been observed in [1]. Motivated by such real problems, we propose a stylized model which characterizes the feature of the prolonged service time at non-dedicated servers in an…

性能 · 计算机科学 2021-03-02 Yanting Chen , Jingui Xie , Taozeng Zhu

We consider general large-scale service systems with multiple customer classes and multiple server (agent) pools, mean service times depend both on the customer class and server pool. It is assumed that the allowed activities (routing…

概率论 · 数学 2015-03-17 Alexander L. Stolyar , Elena Yudovina

We consider a system with several job types and two parallel server pools. Within the pools the servers are homogeneous, but across pools possibly not in the sense that the service speed of a job may depend on its type as well as the server…

性能 · 计算机科学 2020-05-28 Youri Raaijmakers , Sem Borst , Onno Boxma

We study the unweighted throughput scheduling problem on a single machine in the preemption-revoke model, where a running job may be aborted at any time, but all progress is permanently lost and the job cannot be restarted. Each job…

数据结构与算法 · 计算机科学 2025-10-20 Changdao He

We study the expected completion time of some recently proposed algorithms for distributed computing which redundantly assign computing tasks to multiple machines in order to tolerate a certain number of machine failures. We analytically…

分布式、并行与集群计算 · 计算机科学 2018-08-10 Amir Behrouzi-Far , Emina Soljanin

A queueing model has $J\ge2$ heterogeneous service stations, each consisting of many independent servers with identical capabilities. Customers of $I\ge2$ classes can be served at these stations at different rates, that depend on both the…

概率论 · 数学 2007-05-23 Rami Atar , Avi Mandelbaum , Gennady Shaikhet

In this thesis, we propose and analyze a multi-server model that captures a performance trade-off between centralized and distributed processing. In our model, a fraction $p$ of an available resource is deployed in a centralized manner…

分布式、并行与集群计算 · 计算机科学 2012-03-23 Kuang Xu

We consider a discrete-time system comprising a first-come-first-served queue, a non-preemptive server, and a stationary non-work-conserving scheduler. New tasks enter the queue according to a Bernoulli process with a pre-specified arrival…

应用统计 · 统计学 2020-08-05 Michael Lin , Nuno C. Martins , Richard J. La

We consider the problem of scheduling a queueing system in which many statistically identical servers cater to several classes of impatient customers. Service times and impatience clocks are exponential while arrival processes are renewal.…

概率论 · 数学 2007-05-23 Rami Atar , Avi Mandelbaum , Martin I. Reiman

We consider a single server queueing system with two classes of jobs: eager jobs with small sizes that require service to begin almost immediately upon arrival, and tolerant jobs with larger sizes that can wait for service. While blocking…

性能 · 计算机科学 2021-12-24 Kiran Chaudhary , Veeraruna Kavitha , Jayakrishnan Nair

We present a framework for dynamic management of structured parallel processing skeletons on serverless platforms. Our goal is to bring HPC-like performance and resilience to serverless and continuum environments while preserving the…

分布式、并行与集群计算 · 计算机科学 2026-02-09 Lanpei Li , Massimo Coppola , Malio Li , Valerio Besozzi , Jack Bell , Vincenzo Lomonaco

We consider the problem of online job scheduling on a single machine or multiple unrelated machines with general job/machine-dependent cost functions. In this model, each job $j$ has a processing requirement (length) $v_{ij}$ and arrives…

系统与控制 · 电气工程与系统科学 2024-09-23 S. Rasoul Etesami