Polynomial time algorithms for multicast network code construction

被引:534
作者
Jaggi, S [1 ]
Sanders, P
Chou, PA
Effros, M
Egner, S
Jain, K
Tolhuizen, LMGA
机构
[1] CALTECH, Dept Elect Engn, Pasadena, CA 91125 USA
[2] Univ Karlsruhe, Fak Informat, D-76128 Karlsruhe, Germany
[3] Microsoft Res, Redmond, WA 98052 USA
[4] Philips Res Labs, NL-5656 AA Eindhoven, Netherlands
基金
美国国家科学基金会;
关键词
communication networks; efficient algorithms; linear coding; multicasting rate maximization;
D O I
10.1109/TIT.2005.847712
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The famous max-flow min-cut theorem states that a source node s can send information through a network (V, E) to a sink node t at a rate determined by the min-cut separating s and t. Recently, it has been shown that this rate can also be achieved for multicasting to several sinks provided that the intermediate nodes are allowed to re-encode the information they receive. We demonstrate examples of networks where the achievable rates obtained by coding at intermediate nodes are arbitrarily larger than if coding is not allowed. We give deterministic polynomial time algorithms and even faster randomized algorithms for designing linear codes for directed acyclic graphs with edges of unit capacity. We extend these algorithms to integer capacities and to codes that are tolerant to edge failures.
引用
收藏
页码:1973 / 1982
页数:10
相关论文
共 22 条
[1]   Network information flow [J].
Ahlswede, R ;
Cai, N ;
Li, SYR ;
Yeung, RW .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2000, 46 (04) :1204-1216
[2]  
Ahuja R.K., 1993, NETWORK FLOWS THEORY
[3]  
[Anonymous], P 41 ALL C COMM CONT
[4]  
Cai N, 2002, PROCEEDINGS OF 2002 IEEE INFORMATION THEORY WORKSHOP, P119, DOI 10.1109/ITW.2002.1115432
[5]  
CARR B, 2000, P 32 ACM S THEOR COM, P58
[6]   MATRIX MULTIPLICATION VIA ARITHMETIC PROGRESSIONS [J].
COPPERSMITH, D ;
WINOGRAD, S .
JOURNAL OF SYMBOLIC COMPUTATION, 1990, 9 (03) :251-280
[7]  
Dinits EA, 1970, Soviet Mathematics Doklady, V11, P1277
[8]  
Dumas J.-G., 2002, ISSAC 2002. Proceedings of the 2002 International Symposium on Symbolic and Algebraic Computation, P63, DOI 10.1145/780506.780515
[9]   MINIMUM PARTITION OF A MATROID INTO INDEPENDENT SUBSETS [J].
EDMONDS, J .
JOURNAL OF RESEARCH OF THE NATIONAL BUREAU OF STANDARDS SECTION B-MATHEMATICS AND MATHEMATICAL, 1965, B 69 (1-2) :67-+
[10]  
Even S., 1975, SIAM Journal on Computing, V4, P507, DOI 10.1137/0204043