Title :
Implementing traffic engineering in MPLS-based IP networks with Lagrangean relaxation
Author :
Dias, Roberto Alexandre ; Camponogara, Eduardo ; Farines, Jean-Marie ; Willrich, Roberto ; Campestrini, Adriano
Author_Institution :
Dept. of Electron., Fed. Technol. Educ. Center of Santa Catarina, Florianopolis, Brazil
Abstract :
This paper demonstrates the effectiveness of applying optimization techniques to solve traffic engineering (TE) problems in IP networks over multiprotocol label switching (MPLS). Our approach models TE tasks as mathematical programming problems and proposes heuristic algorithms. Another contribution of this work is the combination of Lagrangean relaxation with heuristics to compute near-optimal solutions quickly. Numerical experiments contrast the solutions produced by our algorithm with optimal ones, which were obtained with a top-notch optimization software package. All in all, the results indicate that the Lagrangean-based routing method outperforms standard algorithms with respect to a number of performance criteria, including throughput and packet-loss rate.
Keywords :
IP networks; mathematical programming; multiprotocol label switching; telecommunication network routing; telecommunication traffic; Internet protocol; Lagrangean relaxation; Lagrangean-based routing method; MPLS-based IP networks; heuristic algorithms; mathematical programming problems; multiprotocol label switching; near-optimal solutions; optimization software package; optimization techniques; packet-loss rate; traffic engineering implementation; Heuristic algorithms; IP networks; Lagrangian functions; Mathematical model; Mathematical programming; Multiprotocol label switching; Software algorithms; Telecommunication traffic; Tellurium; Traffic control;
Conference_Titel :
Computers and Communication, 2003. (ISCC 2003). Proceedings. Eighth IEEE International Symposium on
Print_ISBN :
0-7695-1961-X
DOI :
10.1109/ISCC.2003.1214148