Load balancing algorithms for CBIR environments

Author

Bosque, Jose L. ; Robles, Oscar D. ; Pastor, Luis

Author_Institution

Dept. de Informatica, Estadistica y Telematica, Univ. of Rey Juan Carlos, Madrid

fYear

2003

fDate

12-16 May 2003

Lastpage

80

Abstract

CBIR systems, which typically manage a great amount of multimedia information, need efficient implementations to give an answer in a proper response time. Distributed solutions on heterogeneous clusters offer a good cost/performance ratio to solve this problem. One of the critical parameters to be tuned is the load assigned to each of the cluster nodes. This paper presents a new load balancing algorithm for a parallel implementation of a CBIR system on a heterogeneous cluster. The approach is based on a dynamic, distributed, global and high scalable load balancing algorithm. Some experiments are presented to validate and verify the approach performance

Keywords

content-based retrieval; image retrieval; multimedia computing; resource allocation; workstation clusters; CBIR environment; CBIR system parallel implementation; heterogeneous cluster; load balancing algorithm; multimedia information management; Clustering algorithms; Content based retrieval; Costs; Delay; Information retrieval; Load management; Multimedia systems; Parallel architectures; Scalability; Visual databases;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Architectures for Machine Perception, 2003 IEEE International Workshop on

Conference_Location

New Orleans, LA

Print_ISBN

0-7803-7970-5

Type

conf

DOI

10.1109/CAMP.2003.1598150

Filename

1598150