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In an earlier paper, a randomized load balancing model was studied in a heavy traffic asymptotic regime where the load balancing stream is thin compared to the total arrival stream. It was shown that the limit is given by a system of…

概率论 · 数学 2024-09-24 Rami Atar , Tomoyuki Ichiba

Overlap times have been studied as a way of understanding the time of interaction between customers in a service facility. Most of the previous analysis relies on the single jump assumption for arrivals, which implies the queue increases by…

概率论 · 数学 2023-02-16 Sergio D Palomo , Jamol Pender

Motivated by the work of Whitt, who studied stabilization of the mean virtual waiting time (excluding service time) in a $GI_t/GI_t/1/FCFS$ queue, this paper investigates the stabilization of the mean virtual response time in a…

性能 · 计算机科学 2020-09-09 Yongkyu Cho , Young Myoung Ko

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

Motivated by applications in data center networks, in this paper, we study the problem of scheduling in an input queued switch. While throughput maximizing algorithms in a switch are well-understood, delay analysis was developed only…

概率论 · 数学 2022-06-15 Prakirt Jhunjhunwala , Siva Theja Maguluri

We study distributed load balancing in bipartite queueing systems where frontends route jobs to heterogeneous backends with workload-dependent service rates. The system's connectivity -- governed by compatibility constraints such as data…

分布式、并行与集群计算 · 计算机科学 2025-07-25 Wenxin Zhang , Santiago R. Balseiro , Robert Kleinberg , Vahab Mirrokni , Balasubramanian Sivan , Bartek Wydrowski

We consider a one-dimensional stochastic reaction-diffusion generalizing the totally asymmetric simple exclusion process, and aiming at describing single lane roads with vehicles that can change speed. To each particle is associated a jump…

统计力学 · 物理学 2011-09-09 Cyril Furtlehner , Jean-Marc Lasgouttes

We analyze the problem of scheduling in wireless networks to meet end-to-end service guarantees, defined by instantaneous throughput and hard packet deadlines. Using a network slicing model to decouple the queueing dynamics between flows,…

网络与互联网体系结构 · 计算机科学 2026-04-21 Nicholas Jones , Eytan Modiano

These days enterprise applications try to integrate online processing and batch jobs into a common software stack for seamless monitoring and driverless operations. Continuous integration of these systems results in choking of the poorly…

性能 · 计算机科学 2015-12-16 Subrata Ashe

This paper studies the heavy-traffic (HT) behaviour of queueing networks with a single roving server. External customers arrive at the queues according to independent renewal processes and after completing service, a customer either leaves…

概率论 · 数学 2016-11-09 Marko Boon , Rob van der Mei , Erik Winands

We consider a point process $i+\xi_i$, where $i\in \bZ$ and the $\xi_{i}$'s are i.i.d. random variables with variance $\sigma^{2}$. This process, with a suitable rescaling of the distribution of $\xi_i$'s, converges to the Poisson process…

概率论 · 数学 2009-02-11 G. Guadagni , S. Ndreca , B. Scoppola

In this paper, we analyze the sojourn of an entire batch in a processor sharing $M^{[X]}/M/1$ processor queue, where geometrically distributed batches arrive according to a Poisson process and jobs require exponential service times. By…

The problems arising when the moments of service time distributions, for which the MGinf queue system busy period and busy cycle become very easy to study, are presented and it is shown how to overcome them. The busy cycle renewal function…

概率论 · 数学 2021-10-08 Manuel Alberto M. Ferreira

This paper studies the heavy-traffic asymptotics for the multiclass FIFO M${}^X$/G/1 queue. We first derive the probability generating function of the joint queue length distribution. Using the probability generating function, we then…

概率论 · 数学 2014-04-25 Hiroshi Miyawaki , Hiroyuki Masuyama , Yutaka Takahashi

Federated scheduling is a promising approach to schedule parallel real-time tasks on multi-cores, where each heavy task exclusively executes on a number of dedicated processors, while light tasks are treated as sequential sporadic tasks and…

分布式、并行与集群计算 · 计算机科学 2017-05-10 Xu Jiang , Nan Guan , Xiang Long , Wang Yi

Randomized load balancing networks arise in a variety of applications, and allow for efficient sharing of resources, while being relatively easy to implement. We consider a network of parallel queues in which incoming jobs with independent…

概率论 · 数学 2017-10-13 Reza Aghajani , Kavita Ramanan

In this paper, by the singular-perturbation technique, we investigate the heavy-traffic behavior of a priority polling system consisting of three M/M/1 queues with threshold policy. It turns out that the scaled queue-length of the…

概率论 · 数学 2014-08-20 Zaiming Liu , Yuqing Chu , Jinbiao Wu

This paper studies a generalized busy-time scheduling model on heterogeneous machines. The input to the model includes a set of jobs and a set of machine types. Each job has a size and a time interval during which it should be processed.…

数据结构与算法 · 计算机科学 2021-05-14 Mozhengfu Liu , Xueyan Tang

We consider a problem of scheduling rigid parallel jobs on variable speed processors so as to minimize the total energy consumption. Each job is specified by its processing volume and the required number of processors. We propose new…

数据结构与算法 · 计算机科学 2018-11-29 Alexander Kononov , Yulia Kovalenko

A multi-class single-server queueing model with finite buffers, in which scheduling and admission of customers are subject to control, is studied in the moderate deviation heavy traffic regime. A risk-sensitive cost set over a finite time…

概率论 · 数学 2018-05-02 Rami Atar , Asaf Cohen