Performance modeling of load-balancing algorithms using neural networks
نویسندگان
چکیده
منابع مشابه
Performance modeling of load-balancing algorithms using neural networks
This paper presents a new approach that uses neural networks to predict the performance of a number of dynamic decentralized load balancing strategies. A distributed multicomputer system using any distributed load balancing strategy is represented by a unified analytical queuing model. A large simulation data set is used to train a neural network using the back–propa-gation learning algorithm b...
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ژورنال
عنوان ژورنال: Concurrency: Practice and Experience
سال: 1994
ISSN: 1040-3108,1096-9128
DOI: 10.1002/cpe.4330060502