Cloud computing resource scheduling method based on genetic algorithm
A technology of resource scheduling and genetic algorithm, applied in the direction of transmission system, electrical components, etc., can solve the problem that cloud computing system does not have a unified definition
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[0053] like figure 1 As shown, this embodiment discloses a method for scheduling cloud computing resources based on a genetic algorithm, and the steps are as follows:
[0054] S1. Using the MapReduce programming model of cloud computing, the cloud tasks submitted by users are divided into several sub-tasks, and an expected Qos is set according to the cloud tasks; the expected Qos refers to the time and cost spent by users when obtaining cloud computing resources a request.
[0055] S2. Initialization: initialize the population size popSize, and set the maximum number of iterations Tmax of the population.
[0056] S3. Generate the initial population: Randomly generate chromosomes according to the coding rules, abstract the cloud task as the coding input of the chromosome, each gene in the chromosome is a subtask in the cloud task, and the bit sequence number of the chromosome indicates that each subtask is allocated to the virtual machine Then judge whether the chromosome mee...
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