A NSGA-II-based Approach for Web Service Resource Allocation On Cloud
نویسندگان
چکیده
Web service and Cloud computing have significantly reformed the software industry. The need for web service allocation in the cloud environment is increasing dramatically. In order to reduce the cost for service providers as well as improve the utilization of cloud resource for cloud provider, this paper formulates the web service resource allocation in cloud environment problem as a two-level of multi-objective bin packing problem. It proposes a NSGA-II-based algorithm with specific design genetic operators to solve it. The results are compared with two variances of the algorithm. The results show the proposed algorithm can provide reasonably good results with low violation rate.
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تاریخ انتشار 2017