TY - JOUR
T1 - Minimum-cost multicast over coded packet networks
AU - Lun, Desmond S.
AU - Ratnakar, Niranjan
AU - Médard, Muriel
AU - Koetter, Ralf
AU - Karger, David R.
AU - Ho, Tracey
AU - Ahmed, Ebad
AU - Zhao, Fang
N1 - Funding Information:
Manuscript received March 31, 2005; revised February 13, 2006. This work was supported by the National Science Foundation under Grants CCR-0093349, CCR-0325496, and CCR-0325673; by the Army Research Office through University of California subaward S0176938; by the Office of Naval Research under Grant N00014-05-1-0197; and by the Vodafone Foundation. The material in this paper was presented in part at the International Symposium on Information Theory and Its Applications, Parma, Italy, October 2004; in part at IEEE INFOCOM, Miami, FL, March 2005; in part at the First Workshop on Network Coding, Theory, and Applications, Riva del Garda, Italy, April 2005; and in part at the International Zurich Seminar on Communications, Zurich, Switzerland, February 2006.
PY - 2006/6
Y1 - 2006/6
N2 - 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.
AB - 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.
KW - Ad hoc networks
KW - Communication networks
KW - Distributed algorithms
KW - Dynamic multicast groups
KW - Multicast
KW - Network coding
KW - Network optimization
KW - Wireless networks
UR - https://www.scopus.com/pages/publications/33745149292
UR - https://www.scopus.com/pages/publications/33745149292#tab=citedBy
U2 - 10.1109/TIT.2006.874523
DO - 10.1109/TIT.2006.874523
M3 - Article
AN - SCOPUS:33745149292
SN - 0018-9448
VL - 52
SP - 2608
EP - 2623
JO - IEEE Transactions on Information Theory
JF - IEEE Transactions on Information Theory
IS - 6
ER -