The Mathematics of Internet Congestion Control
The Mathematics of Internet Congestion Control
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DOI：
10.1007/978-0-8176-8216-3
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发表时间：
2003-12
期刊：
影响因子：
--
通讯作者：
R. Srikant
中科院分区：
文献类型：
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作者：
R. Srikant
拥塞控制算法在近二十年前就已在互联网上实现，但在如此大规模的网络中进行拥塞控制的数学模型相对较新。本文介绍了开发新协议的模型，这些新协议可以帮助使互联网数据传输几乎无损失和无延迟。介绍了与研究拥塞控制算法相结合的最优化、控制理论和随机过程的工具。面向系统论和计算机科学的研究生和研究人员，本文假定第一年研究生级别的控制理论、最优化和随机过程的基本知识，但关键前提条件在附录中总结，以供快速参考。这项工作在研究新的和现有的协议和控制算法方面的广泛应用使这本书引起了研究人员和学生的兴趣，他们关注互联网上大规模信息流的许多方面。
Congestion control algorithms were implemented for the Internet nearly two decades ago, but mathematical models of congestion control in such a large-scale network are relatively new. This text presents models for the development of new protocols that can help make Internet data transfers virtually loss-and delay-free. Introduced are tools from optimization, control theory, and stochastic processes integral to the study of congestion control algorithms.Intended for graduate students and researchers in systems theory and computer science, the text assumes basic knowledge of first-year, graduate-level control theory, optimization, and stochastic processes, but the key prerequisites are summarized in an appendix for quick reference. The work's wide range of applications to the study of both new and existing protocols and control algorithms make the book of interest to researchers and students concerned with many aspects of large-scale information flow on the Internet.