Title :
An Awareness-Based Simulated Annealing Method to Cover Dynamic Load-Balancing in Collaborative Distributed Environments
Author :
Paletta, Mauricio ; Herrero, Pilar
Abstract :
For achieving proper cooperation in Collaborative Distributed Environments (CDEs) the implementation of appropriate collaborative mechanisms in these dynamic distributed environments is essential. On one hand, awareness is a useful concept that allows users to be aware of others’ activities at every moment. On the other hand, properly covering the dynamic load-balancing problem is essential to proper cooperation among users in distributed environments. In this matter, Simulated Annealing (SA) is a well-known technique used to deal with load-balancing. This paper focuses on associating the concept of awareness with SA algorithm by presenting a new high-performance method named CAwaSA. Preliminary results show that CAwaSA is able, not only of finding a good solution for the problem (effectiveness) but also to do it in a reasonable amount of time (efficiency)
Keywords :
Ant colony optimization; Collaborative work; Conferences; Intelligent agent; International collaboration; Multiagent systems; Online Communities/Technical Collaboration; Scheduling algorithm; Simulated annealing; Temperature; collaboration; distributed environment; load-balancing; multi-agent system; simulated annealing;
Conference_Titel :
Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
Print_ISBN :
978-0-7695-3801-3
Electronic_ISBN :
978-1-4244-5331-3
DOI :
10.1109/WI-IAT.2009.179