Scheduling and Control of Queueing Networks
暫譯: 排程與排隊網路控制

Gideon Weiss

Scheduling and Control of Queueing Networks
  • 出版商: Cambridge
  • 出版日期: 2021-10-14
  • 售價: $5,330
  • 貴賓價: 9.5 折 $5,064
  • 語言: 英文
  • 頁數: 200
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1108415326
  • ISBN-13: 9781108415323
  • 其他版本: Scheduling and Control of Queueing Networks (Paper)

    • 海外代購書籍(需單獨結帳)

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商品描述

Applications of queueing network models have multiplied in the last generation, including scheduling of large manufacturing systems, control of patient flow in health systems, load balancing in cloud computing, and matching in ride sharing. These problems are too large and complex for exact solution, but their scale allows approximation. This book is the first comprehensive treatment of fluid scaling, diffusion scaling, and many-server scaling in a single text presented at a level suitable for graduate students. Fluid scaling is used to verify stability, in particular treating max weight policies, and to study optimal control of transient queueing networks. Diffusion scaling is used to control systems in balanced heavy traffic, by solving for optimal scheduling, admission control, and routing in Brownian networks. Many-server scaling is studied in the quality and efficiency driven Halfin–Whitt regime and applied to load balancing in the supermarket model and to bipartite matching in ride-sharing applications.

商品描述(中文翻譯)

排隊網路模型的應用在過去一代中迅速增加，包括大型製造系統的排程、健康系統中的病人流量控制、雲端計算中的負載平衡，以及共乘中的配對。這些問題的規模過大且複雜，無法找到精確解，但其規模允許進行近似處理。本書是首次全面探討流體縮放、擴散縮放和多伺服器縮放的單一文本，適合研究生使用。流體縮放用於驗證穩定性，特別是處理最大權重策略，並研究瞬態排隊網路的最佳控制。擴散縮放用於在平衡重交通中控制系統，通過解決最佳排程、入場控制和布朗網路中的路由問題。多伺服器縮放則在以質量和效率為驅動的Halfin–Whitt範疇中進行研究，並應用於超市模型中的負載平衡以及共乘應用中的二分配對。

作者簡介

Gideon Weiss is Professor Emeritus in the Department of Statistics at the University of Haifa, Israel. He has previously held tenured positions at Tel Aviv University and at Georgia Tech Industrial and Systems Engineering and visiting positions at Berkeley, MIT, Stanford, NYU, and NUS. He is author of some 90 research papers and served on the editorial boards of leading journals on operations research and applied probability. His work includes significant contributions to the fields of time series, stochastic scheduling, bandit problems, fluid analysis of queueing networks, continuous linear programming, and matching problems.

作者簡介(中文翻譯)

基頓·韋斯（Gideon Weiss）是以色列海法大學統計系的名譽教授。他曾在特拉維夫大學和喬治亞理工學院的工業與系統工程系擔任終身職位，並在伯克利、麻省理工學院、史丹佛大學、紐約大學和新加坡國立大學擔任訪問職位。他是約90篇研究論文的作者，並曾擔任多本運籌學和應用概率領域領先期刊的編輯委員會成員。他的研究工作對時間序列、隨機排程、強盜問題、排隊網路的流體分析、連續線性規劃和配對問題等領域做出了重要貢獻。

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