Optimal Resource Allocation for Distributed Video Communication
暫譯: 分散式視頻通信的最佳資源配置

He, Yifeng, Guan, Ling, Zhu, Wenwu

Optimal Resource Allocation for Distributed Video Communication

相關主題

商品描述

While most books on the subject focus on resource allocation in just one type of network, this book is the first to examine the common characteristics of multiple distributed video communication systems. Comprehensive and systematic, Optimal Resource Allocation for Distributed Video Communication presents a unified optimization framework for resource allocation across these systems.

The book examines the techniques required for optimal resource allocation over Internet, wireless cellular networks, wireless ad hoc networks, and wireless sensor networks. It provides you with the required foundation in video communications, including Peer-to-Peer (P2P) networks, wireless networks, and visual sensor networks.

Whether you're in industry or academia, you'll value how the book outlines current challenges facing the field and outlines a general solution framework for addressing these challenges. From problem formulations and theoretical analysis to practical algorithms, it facilitates the comprehensive understanding required to achieve optimized video and multimedia communications.





  • Presents the resource allocation techniques for scalable video communications over Internet or wireless networks


  • Examines two resource allocation problems--distributed throughput maximization for scalable P2P Video-on-Demand (VoD) systems and streaming capacity for P2P VoD systems


  • Outlines an optimal prefetching framework for reducing seeking delays in P2P VoD applications


  • Examines distributed optimization techniques for unicast and multicast video streaming over wireless ad hoc networks


  • Considers the network lifetime maximization problem in wireless visual sensor networks




Detailing methods that can immediately improve the performance of your video communication systems, this book presents multiple applications of optimal resource allocation. For each of the applications,

商品描述(中文翻譯)

雖然大多數關於此主題的書籍僅專注於單一類型網路中的資源分配，但本書是首部探討多個分散式視頻通信系統共同特徵的著作。《最佳資源分配於分散式視頻通信》提供了一個統一的優化框架，用於這些系統之間的資源分配。

本書探討了在互聯網、無線蜂窩網路、無線臨時網路和無線感測器網路上進行最佳資源分配所需的技術。它為您提供了視頻通信所需的基礎知識，包括對等網路（Peer-to-Peer, P2P）、無線網路和視覺感測器網路。

無論您身處於產業界或學術界，您都會重視本書如何概述當前該領域面臨的挑戰，並提出解決這些挑戰的一般解決框架。從問題的公式化和理論分析到實用算法，本書促進了達成優化視頻和多媒體通信所需的全面理解。

- 提供可擴展視頻通信在互聯網或無線網路上的資源分配技術
- 探討兩個資源分配問題——可擴展的P2P視頻點播（Video-on-Demand, VoD）系統的分散式吞吐量最大化和P2P VoD系統的串流容量
- 概述一個最佳預取框架，以減少P2P VoD應用中的尋找延遲
- 探討無線臨時網路上單播和多播視頻串流的分散式優化技術
- 考慮無線視覺感測器網路中的網路壽命最大化問題

本書詳細介紹了可以立即改善您的視頻通信系統性能的方法，並展示了最佳資源分配的多種應用。對於每個應用，

作者簡介

Yifeng He has been an assistant professor in the Department of Electrical and Computer Engineering, Ryerson University, Canada, since July 2009. He received his Ph.D. degree from Ryerson University, Canada, in 2008, M.S. degree from Huazhong University of Science and Technology, China, in 2001, and B.S. degree from Tongji University, China, in 1994, respectively, all in Electrical Engineering. Dr. He was a research intern at Microsoft Research Asia in 2007, and a postdoctoral fellow at Ryerson University from 2008 to 2009. His research interests include Peer-to-Peer (P2P) video streaming, wireless video streaming, wireless sensor networks, and distributed optimizations for multimedia communications. Dr. He has published about 30 research papers in the field of multimedia communications. He is co-editing a book, entitled "Multimedia Image and Video Processing" (2nd Edition), to be published by CRC Press. Dr. He is the recipient of 2008 Canada Governor General's Gold Medal, and 2007 Best Paper Award of Pacific Rim Conference on Multimedia (PCM).

Ling Guan is a Tier I Canada Research Chair in Multimedia and Computer Technology, and a Professor of Electrical and Computer Engineering at Ryerson University, Toronto, Canada. He received his Bachelor's Degree from Tianjin University, China, Master's Degree from University of Waterloo, Canada and Ph.D. Degree from University of British Columbia, Canada. Dr. Guan has been working on image, video and multimedia signal processing and communication, and published extensively in the field. He currently serves on the editorial boards of IEEE Transactions on Circuits and Systems for Video Technology and numerous other international journals. He chaired the 2006 IEEE International Conference on Multimedia and Expo in Toronto, co-chaired the 2008 ACM International Conference on Image and Video Retrieval in Niagara Falls, and served as the Founding General Chair of IEEE Pacific-Rim Conference

作者簡介(中文翻譯)

何一峰自2009年7月以來擔任加拿大瑞爾森大學電機與計算機工程系的助理教授。他於2008年獲得瑞爾森大學的博士學位，2001年獲得中國華中科技大學的碩士學位，1994年獲得中國同濟大學的學士學位，三者皆為電機工程領域。何博士於2007年在微軟亞洲研究院擔任研究實習生，並於2008年至2009年期間在瑞爾森大學擔任博士後研究員。他的研究興趣包括點對點（Peer-to-Peer, P2P）視頻串流、無線視頻串流、無線感測器網路以及多媒體通信的分散式優化。何博士在多媒體通信領域發表了約30篇研究論文。他正在共同編輯一本名為《多媒體影像與視頻處理》（第二版）的書籍，將由CRC Press出版。何博士是2008年加拿大總督金獎的獲得者，以及2007年太平洋邊緣多媒體會議（PCM）最佳論文獎的得主。

關玲是加拿大多媒體與計算機技術的Tier I研究主席，並擔任加拿大多倫多瑞爾森大學的電機與計算機工程教授。他在中國天津大學獲得學士學位，在加拿大滑鐵盧大學獲得碩士學位，並在加拿大不列顛哥倫比亞大學獲得博士學位。關博士專注於影像、視頻及多媒體信號處理與通信，並在該領域發表了大量研究成果。他目前擔任《IEEE Transactions on Circuits and Systems for Video Technology》及多本國際期刊的編輯委員會成員。他於2006年擔任在多倫多舉行的IEEE國際多媒體與博覽會的主席，於2008年共同主持在尼亞加拉瀑布舉行的ACM國際影像與視頻檢索會議，並擔任IEEE太平洋邊緣會議的創始總主席。

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