Équilibrage de charge dynamique dans les grilles de calcul : une approche à base d'agents

Wided, Ali (2020) Équilibrage de charge dynamique dans les grilles de calcul : une approche à base d'agents. Doctoral thesis, Université de mohamed kheider biskra.

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Abstract

In grid computing, if the system load in each of resources is nearly equal, it indicates correct use of resources. In this thesis , an agent based load balancing model is presented. In addition of balancing the load in grid by job migration technique , or by moving an entire process to a underloaded resources. The proposed agent based load balancing model aims to take benefit of the agent‟s characteristics to generate an autonomous system. It also has a distinct advantage over other agent based load balancing models on resource utilisation. The performance evaluation appears that the proposed algorithm can enhance the overall performance of grid computing

Item Type: Thesis (Doctoral)
Uncontrolled Keywords: Grid Computing; Job Migration; Load Estimation; Performance Metrics; Resource Utilization; Queue Length; CPU Usage ; Multi-agent system
Subjects: Q Science > Q Science (General)
Divisions: Faculté des Sciences Exactes et des Sciences de la Nature et de la Vie > Département d'informatique
Depositing User: BFSE
Date Deposited: 13 Jan 2021 09:59
Last Modified: 13 Jan 2021 09:59
URI: http://thesis.univ-biskra.dz/id/eprint/5268

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