Title :
Fair allocation of utilities in multirate multicast networks: a framework for unifying diverse fairness objectives
Author :
Sarkar, Saswati ; Tassiulas, Leandros
Author_Institution :
Dept. of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
fDate :
6/1/2002 12:00:00 AM
Abstract :
We study fairness in a multicast network. We assume that different receivers of the same session can receive information at different rates. We study a fair allocation of utilities, where the utility of a bandwidth is an arbitrary function of the bandwidth. The utility function is not strictly increasing, nor continuous in general. We discuss fairness issues in this general context. Fair allocation of utilities can be modeled as a nonlinear optimization problem. However, nonlinear optimization techniques do not terminate in a finite number of iterations in general. We present an algorithm for computing a fair utility allocation. Using specific fairness properties, we show that this algorithm attains global convergence and yields a fair allocation in polynomial number of iterations
Keywords :
computational complexity; decision theory; iterative methods; multicast communication; optimisation; resource allocation; telecommunication congestion control; congestion control; fair utility allocation; global convergence; iterative methods; multicast communication network; multirate networks; nonlinear optimization; polynomial complexity; resource allocation; utility function; Bandwidth; Broadcasting; Collaboration; Convergence; Intelligent networks; Multicast algorithms; Multimedia communication; Polynomials; Resource management; Unicast;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2002.1008359