Genetic Load and Time Prediction Technique for Dynamic Load Balancing in Grid Computing
نویسندگان
چکیده
منابع مشابه
Dynamic Load Balancing Strategy for Grid Computing
Workload and resource management are two essential functions provided at the service level of the grid software infrastructure. To improve the global throughput of these software environments, workloads have to be evenly scheduled among the available resources. To realize this goal several load balancing strategies and algorithms have been proposed. Most strategies were developed in mind, assum...
متن کاملDynamic Load Balancing in Grid Computing
Workload and resource management are two essential functions provided at the service level of the Grid software. To improve the global throughput of these environments, effective and efficient load balancing algorithms are fundamentally important. Although load balancing problem in classical distributed systems has been intensively studied, new challenges in Grid computing still make it an inte...
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Grid computing consists of a number of heterogeneous systems sharing resources toward a common goal. Management of resource and Workload are two main functions by Grid. Grid computing is to create large and powerful self-managing virtual computer out of a large collection of connected heterogeneous systems sharing various combinations of resources. Load balancing is used to improve scalability ...
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We present solutions to statically load-balance scatter operations in parallel codes run on grids. Our load-balancing strategy is based on the modi cation of the data distributions used in scatter operations. We study the replacement of scatter operations with parameterized scatters, allowing custom distributions of data. The paper presents: 1) a general algorithm which nds an optimal distribut...
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Load balancing is one of the major search areas in grid computing. The strategy of the grid computing is another important topic. Job scheduling is the way of scheduling jobs in a grid environment that contains heterogeneous resources. The strategy of the grid computing describes the overall model of the grid hierarchy. Some papers show a tree model for a grid computing. This paper enhances a m...
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ژورنال
عنوان ژورنال: Information Technology Journal
سال: 2007
ISSN: 1812-5638
DOI: 10.3923/itj.2007.978.986