Title :
Routing heuristics for Cayley graph topologies
Author :
Hitz, Markus ; Mueck, Thomas
Author_Institution :
Vienna Univ., Austria
Abstract :
In general, a routing algorithm has to map virtual paths to sequences of physical data transfer operations. The number of physical transmission steps needed to transfer a particular data volume is proportional to the resulting transmission time. In the context of a corresponding optimization process, the Cayley graph model is used to generate and evaluate a large number of different interconnection topologies. Candidates are further evaluated with respect to fast and efficient routing heuristics using A* traversals. Simulated annealing techniques are used to find accurate traversal heuristics for each candidate. The results justify the application of these techniques to a large extent. In fact, the resulting heuristics provide a significant reduction in the number of expanded search nodes during the path-finding process at run-time
Keywords :
graph theory; network routing; network topology; simulated annealing; A* traversals; Cayley graph topologies; data volume transfer; expanded search nodes; interconnection topologies; optimization process; path-finding process; physical data transfer operation sequences; physical transmission steps; routing algorithm; routing heuristics; run-time; simulated annealing techniques; transmission time; virtual path mapping; Character generation; Context modeling; Network topology; Routing; Runtime; Simulated annealing;
Conference_Titel :
Artificial Intelligence for Applications, 1994., Proceedings of the Tenth Conference on
Conference_Location :
San Antonia, TX
Print_ISBN :
0-8186-5550-X
DOI :
10.1109/CAIA.1994.323632