Title :
Minimum-cost multicast over coded packet networks
Author :
Lun, Desmond S. ; Ratnakar, Niranjan ; Médard, Muriel ; Koetter, Ralf ; Karger, David R. ; Ho, Tracey ; Ahmed, Ebad ; Zhao, Fang
Author_Institution :
Lab. for Inf. & Decision Syst., Massachusetts Inst. of Technol., USA
fDate :
6/1/2006 12:00:00 AM
Abstract :
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.
Keywords :
dynamic programming; encoding; multicast communication; packet radio networks; polynomials; telecommunication network routing; causal function; coded packet network; decentralized algorithm; dynamic multicast group; dynamic programming; minimum-cost multicast connection; polynomial-time solvable optimization; routed packet network; static multicast group; wireless packet network; wireline network; Broadcasting; Communication networks; Computer networks; Dynamic programming; Laboratories; Multicast algorithms; Network coding; Polynomials; Unicast; Wireless networks; Ad hoc networks; communication networks; distributed algorithms; dynamic multicast groups; multicast; network coding; network optimization; wireless networks;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.2006.874523