INFORMATION-DRIVEN RESOURCE NEGOTIATION STRATEGIES FOR MULTIMEDIA APPLICATIONS

被引：0
|
作者：
Park, Hyunggon [1 ]
van der Schaar, Mihaela [1 ]
机构：
[1] Univ Calif Los Angeles, Multimedia Commun & Syst Lab, Los Angeles, CA 90024 USA
来源：
2008 15TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-5 | 2008年
关键词：
Multi-user multimedia resource management; value of information; coalition game;
D O I：
10.1109/ICIP.2008.4712445
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We propose decentralized solutions for resource negotiation, where multiple autonomous users self-organize into a coalition which shares the same network resources and negotiate the division of these resources by exchanging information about their requirements. We discuss various network resource sharing strategies that the users can deploy based on their exchanged information. Several of these strategies are designed to explicitly consider the utility (i.e., video quality) impact of multimedia applications. To quantify the utility benefit derived by exchanging different information, we define a new metric referred to as the value of information. Simulation results show the improvements that can be achieved when various information is exchanged between users, and discuss the required complexity involved in implementing the various resource negotiation strategies.
引用
收藏
页码：3076 / 3079
页数：4
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