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We analyse Join-the-Shortest-Queue in a contemporary scaling regime known as the Non-Degenerate Slowdown regime. Join-the-Shortest-Queue (JSQ) is a classical load balancing policy for queueing systems with multiple parallel servers.…

概率论 · 数学 2018-02-13 Varun Gupta , Neil Walton

We consider queueing systems with n parallel queues under a Join the Shortest Queue (JSQ) policy in the Halfin-Whitt heavy traffic regime. We use the martingale method to prove that a scaled process counting the number of idle servers and…

概率论 · 数学 2015-09-22 Patrick Eschenfeldt , David Gamarnik

The Join-the-Shortest-Queue (JSQ) policy is among the most widely used load balancing algorithms and has been extensively studied. However, an exact characterization of the system behavior remains challenging. Most prior research has…

概率论 · 数学 2026-02-12 Yuanzhe Ma , Siva Theja Maguluri

We study load balancing for a queueing system where parallel stations are distant from customers. In the presence of traveling delays, the join-the-shortest-queue (JSQ) policy induces queue length oscillations and prolongs the mean waiting…

概率论 · 数学 2025-05-09 Shuangchi He , Yunfang Yang , Yao Yu

The Join-the-Shortest Queue (JSQ) policy is a classical benchmark for the performance of many-server queueing systems due to its strong optimality properties. While the exact analysis of the JSQ policy is an open question to date, even…

概率论 · 数学 2025-05-27 Zhisheng Zhao , Sayan Banerjee , Debankur Mukherjee

In this paper we propose a highly accurate approximate performance analysis of a heterogeneous server system with a processor sharing service discipline and a general job-size distribution under a generalized join the shortest queue (GJSQ)…

概率论 · 数学 2017-03-20 Jori Selen , Ivo J. B. F. Adan , Stella Kapodistria

We investigate an optimal scheduling problem in a discrete-time system of L parallel queues that are served by K identical, randomly connected servers. Each queue may be connected to a subset of the K servers during any given time slot.…

信息论 · 计算机科学 2016-10-05 Hussein Al-Zubaidy , Ioannis Lambadaris , Yannis Viniotis

We analyze the so-called Shortest Queue First (SQF) queueing discipline whereby a unique server addresses queues in parallel by serving at any time that queue with the smallest workload. Considering a stationary system composed of two…

性能 · 计算机科学 2013-05-16 Fabrice Guillemin , Alain Simonian

In parallel-server systems with a single stream of arrivals (a.k.a. load balancing), Join-the-Shortest-Queue (JSQ) is a popular routing algorithm. There is extensive literature studying this system in various asymptotic regimes, but all…

概率论 · 数学 2026-03-03 Daniela Hurtado-Lange , Izzy Grosof

The Join-the-Shortest-Queue (JSQ) load balancing scheme is known to minimise the average response time of jobs in homogeneous systems with identical servers. However, for {\em heterogeneous} systems with servers having different processing…

概率论 · 数学 2024-10-22 Sanidhay Bhambay , Burak Büke , Arpan Mukhopadhyay

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

Join-the-Shortest-Queue (JSQ) is the scheduling policy of choice for many network providers, cloud servers and traffic management systems, where individual queues are served under processor sharing (PS) queueing discipline. A numerical…

性能 · 计算机科学 2024-05-21 Julianna Bor , Peter G Harrison

In this paper we consider a single-server cyclic polling system consisting of two queues. Between visits to successive queues, the server is delayed by a random switch-over time. Two types of customers arrive at the first queue: high and…

概率论 · 数学 2014-08-04 Marko Boon , Ivo Adan , Onno Boxma

In this paper we consider a single-server cyclic polling system. Between visits to successive queues, the server is delayed by a random switch-over time. The order in which customers are served in each queue is determined by a priority…

概率论 · 数学 2014-08-05 Marko Boon , Ivo Adan , Onno Boxma

Consider a system with $K$ parallel queues in which the server for each queue processes jobs at rate $n$ and the total arrival rate to the system is $nK-\upsilon \sqrt{n}$ where $\upsilon \in (0, \infty)$ and $n$ is large. We study…

概率论 · 数学 2024-02-16 Sayan Banerjee , Amarjit Budhiraja , Benjamin Estevez

This paper studies the heavy-traffic joint distribution of queue lengths in two stochastic processing networks (SPN), viz., an input-queued switch operating under the MaxWeight scheduling policy and a two-server parallel server system…

概率论 · 数学 2023-09-19 Prakirt Raj Jhunjhunwala , Siva Theja Maguluri

Join-the-shortest queue (JSQ) and its variants have often been used in solving load balancing problems. The aim of such policies is to minimize the average system occupation, e.g., the customer's system time. In this work we extend the…

网络与互联网体系结构 · 计算机科学 2025-02-11 Andrea Fox , Francesco De Pellegrini , Eitan Altman , Arnob Ghosh , Ness Shroff

Nowadays, the efficiency and even the feasibility of traditional load-balancing policies are challenged by the rapid growth of cloud infrastructure and the increasing levels of server heterogeneity. In such heterogeneous systems with many…

网络与互联网体系结构 · 计算机科学 2020-03-10 Shay Vargaftik , Isaac Keslassy , Ariel Orda

In this paper, we will develop a tool to analyze polling systems with the autonomous-server, the time-limited, and the k-limited service discipline. It is known that these disciplines do not satisfy the well-known branching property in…

We analyze opportunistic schemes for transmission scheduling from one of $n$ homogeneous queues whose channel states fluctuate independently. Considered schemes consist of the LCQ policy, which transmits from a longest connected queue in…

性能 · 计算机科学 2008-10-02 Murat Alanyali , Maxim Dashouk
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