Fractal Teletraffic Modeling and Delay Bounds in Computer Communications
暫譯: 電腦通信中的分形電信流量建模與延遲界限
Li, Ming
- 出版商: CRC
- 出版日期: 2022-05-03
- 售價: $2,990
- 貴賓價: 9.5 折 $2,841
- 語言: 英文
- 頁數: 220
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032212861
- ISBN-13: 9781032212869
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相關主題
商品描述
By deploying time series analysis, Fourier transform, functional analysis, min-plus convolution, and fractional order systems and noise, this book proposes fractal traffic modeling and computations of delay bounds, aiming to improve the quality of service in computer communication networks.
As opposed to traditional studies of teletraffic delay bounds, the author proposes a novel fractional noise, the generalized fractional Gaussian noise (gfGn) approach, and introduces a new fractional noise, generalized Cauchy (GC) process for traffic modeling.
Researchers and graduates in computer science, applied statistics, and applied mathematics will find this book beneficial.
Ming Li, PhD, is a professor at Ocean College, Zhejiang University, and the East China Normal University. He has been an active contributor for many years to the fields of computer communications, applied mathematics and statistics, particularly network traffic modeling, fractal time series, and fractional oscillations. He has authored more than 200 articles and 5 monographs on the subjects. He was identified as the Most Cited Chinese Researcher by Elsevier in 2014-2020. Professor Li was recognized as a top 100,000 scholar in all fields in 2019-2020 and a top 2% scholar in the field of Numerical and Computational Mathematics in 2021 by Prof. John P. A. Ioannidis, Stanford University.
商品描述(中文翻譯)
透過部署時間序列分析、傅立葉變換、泛函分析、最小加法卷積以及分數階系統和噪聲，本書提出了分形交通建模和延遲界限的計算，旨在改善計算機通信網絡的服務質量。
與傳統的電信交通延遲界限研究相對，作者提出了一種新穎的分數噪聲，即廣義分數高斯噪聲（gfGn）方法，並引入了一種新的分數噪聲，廣義柯西（GC）過程用於交通建模。
計算機科學、應用統計學和應用數學的研究人員和研究生將會發現本書非常有益。
李明博士是浙江大學海洋學院和華東師範大學的教授。他在計算機通信、應用數學和統計學領域活躍多年，特別是在網絡流量建模、分形時間序列和分數振盪方面。他已經在這些主題上發表了200多篇文章和5部專著。他在2014-2020年期間被愛思唯爾評選為最被引用的中國研究者。李教授在2019-2020年被認定為各領域的前100,000名學者，並在2021年被斯坦福大學的約翰·P·A·伊奧安尼迪斯教授評選為數值與計算數學領域的前2%學者。
作者簡介
Ming Li, PhD, is a professor at Ocean College, Zhejiang University, as well as at the East China Normal University. He has been an active contributor for many years to the fields of computer communications, applied mathematics and statistics, particularly network traffic modeling, fractal time series, and fractional oscillations. He has authored more than 200 articles and 5 monographs on the subjects. He was identified as the Most Cited Chinese Researcher by Elsevier in 2014-2020. Professor Li was recognized as a top 100,000 scholar in all fields in 2019-2020 and a top 2% scholar in the field of Numerical and Computational Mathematics in 2021 by Prof. John P. A. Ioannidis, Stanford University. (https: //orcid.org/my-orcid?orcid=0000-0002-2725-353X)
作者簡介(中文翻譯)
李明，博士，是浙江大學海洋學院及華東師範大學的教授。他在計算機通信、應用數學和統計學領域活躍多年，特別是在網絡流量建模、分形時間序列和分數振盪方面。他已發表超過200篇文章和5部專著。他在2014年至2020年間被Elsevier評選為最被引用的中國研究者。李教授在2019年至2020年間被認定為各領域前10萬名學者，並在2021年被斯坦福大學的約翰·P·A·伊奧安尼迪斯教授評選為數值與計算數學領域前2%的學者。(https://orcid.org/my-orcid?orcid=0000-0002-2725-353X)
