Minimum-cost multicast over coded packet networks

被引:249
|
作者
Lun, Desmond S.
Ratnakar, Niranjan
Medard, Muriel
Koetter, Ralf
Karger, David R.
Ho, Tracey
Ahmed, Ebad
Zhao, Fang
机构
[1] MIT, Lab Informat & Decis Syst, Cambridge, MA 02139 USA
[2] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA
[3] MIT, Comp Sci & Artificial Intelligenge Lab, Cambridge, MA 02139 USA
[4] CALTECH, Dept Elect Engn, Pasadena, CA 91125 USA
基金
美国国家科学基金会;
关键词
ad hoc networks; communication networks; distributed algorithms; dynamic multicast groups; multicast; network coding; network optimization; wireless networks;
D O I
10.1109/TIT.2006.874523
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider the problem of establishing minimum-cost multicast connections over coded packet networks, i.e., packet networks where the contents of outgoing packets are arbitrary, causal functions of the contents of received packets. We consider both wireline and wireless packet networks as well as both static multicast (where membership of the multicast group remains constant for the duration of the connection) and dynamic multicast (where membership of the multicast group changes in time, with nodes joining and leaving the group). For static multicast, we reduce the problem to a polynomial-time solvable optimization problem, and we present decentralized algorithms for solving it. These algorithms, when coupled with existing decentralized schemes for constructing network codes, yield a fully decentralized approach for achieving minimum-cost multicast. By contrast, establishing minimum-cost static multicast connections over routed packet networks is a very difficult problem even using centralized computation, except in the special cases of unicast and broadcast connections. For dynamic multicast, we reduce the problem to a dynamic programming problem and apply the theory of dynamic programming to suggest how it may be solved.
引用
收藏
页码:2608 / 2623
页数:16
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