Title :
A centrally coordinated parallel auction algorithm for large scale assignment problems
Author :
Naiem, Amgad ; El-Beltagy, Mohammed ; Rasmy, Mohamed
Author_Institution :
Peerialism Inc., Stockholm, Sweden
Abstract :
We present a novel parallel auction algorithm implementation for solving the linear sum assignment problem. It is implemented using the message passing interface (MPI) on a computer cluster. Our approach enables dynamic computational load balancing over all processors throughout all steps of the algorithm´s execution. We show that the performance of our approach is superior to existing approaches in the literature.
Keywords :
combinatorial mathematics; message passing; optimisation; parallel algorithms; resource allocation; linear sum assignment problem; load balancing; message passing interface; parallel auction algorithm; Application software; Clustering algorithms; Computer interfaces; Distributed computing; Integer linear programming; Large-scale systems; Load management; Message passing; Peer to peer computing; Scalability;
Conference_Titel :
Informatics and Systems (INFOS), 2010 The 7th International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5828-8