The Join-the-Shortest-Queue System in the Halfin-Whitt Regime: Rates of Convergence to the Diffusion Limit

Q1 Mathematics Stochastic Systems Pub Date : 2022-02-06 DOI:10.1287/stsy.2022.0102
Anton Braverman
{"title":"The Join-the-Shortest-Queue System in the Halfin-Whitt Regime: Rates of Convergence to the Diffusion Limit","authors":"Anton Braverman","doi":"10.1287/stsy.2022.0102","DOIUrl":null,"url":null,"abstract":"We bound the rate at which the steady-state distribution of the join-the-shortest-queue (JSQ) system converges, in the Halfin-Whitt regime, to its diffusion limit. Our proof uses Stein’s method and, specifically, the recently proposed prelimit generator comparison approach. The JSQ system is nontrivial and high-dimensional and has a state-space collapse component; our analysis may serve as a helpful example to readers wishing to apply the approach to their own setting.","PeriodicalId":36337,"journal":{"name":"Stochastic Systems","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Stochastic Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1287/stsy.2022.0102","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Mathematics","Score":null,"Total":0}
引用次数: 1

Abstract

We bound the rate at which the steady-state distribution of the join-the-shortest-queue (JSQ) system converges, in the Halfin-Whitt regime, to its diffusion limit. Our proof uses Stein’s method and, specifically, the recently proposed prelimit generator comparison approach. The JSQ system is nontrivial and high-dimensional and has a state-space collapse component; our analysis may serve as a helpful example to readers wishing to apply the approach to their own setting.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
半fin- whitt区域的最短排队系统:收敛到扩散极限的速率
我们将加入最短队列(JSQ)系统的稳态分布在Halfin-Whitt区域收敛到其扩散极限的速率限定。我们的证明使用Stein的方法,特别是最近提出的预限制生成器比较方法。JSQ系统是非平凡的、高维的,具有状态空间坍缩成分;我们的分析可以作为一个有用的例子,读者希望应用的方法,以自己的设置。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Stochastic Systems
Stochastic Systems Decision Sciences-Statistics, Probability and Uncertainty
CiteScore
3.70
自引率
0.00%
发文量
18
期刊最新文献
Sharp Waiting-Time Bounds for Multiserver Jobs Asymptotic Optimality of Switched Control Policies in a Simple Parallel Server System Under an Extended Heavy Traffic Condition Distributionally Robust Observable Strategic Queues The BAR Approach for Multiclass Queueing Networks with SBP Service Policies Ergodic Control of Bipartite Matching Queues with Class Change and Matching Failure
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1